{"id":910,"date":"2016-04-20T08:36:02","date_gmt":"2016-04-20T12:36:02","guid":{"rendered":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/?p=910"},"modified":"2023-12-14T12:54:54","modified_gmt":"2023-12-14T17:54:54","slug":"writing-psych-research-reports","status":"publish","type":"post","link":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/","title":{"rendered":"Writing Psych Research Reports"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-888 size-thumbnail\" src=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-150x150.jpg\" alt=\"Sonia_Delaunay,_1914,_Prismes_\u00e9lectriques,_oil_on_canvas,_250_x_250_cm,_Mus\u00e9e_National_d'Art_Moderne\" width=\"150\" height=\"150\" srcset=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-150x150.jpg 150w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-300x300.jpg 300w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne.jpg 620w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/>What is it that researchers do? They ask and answer questions. This process entails two logical correlates:\u00a01) a question must be asked in a way that can be measured; 2) a method must be devised that answers the question as asked. Writing like a psych researcher begins with asking questions the way a psychologist would.<\/p>\n<p>Before diving into devising research questions, spend a moment delving into where your research interests spring from. Start at the most general level by asking yourself what aspects of the human experience capture your attention\u00a0&#8212; what makes your eyes shine in wonder or face-palm in fury? What makes you want to fist bump the human race for its sheer coolness factor or rage from an interstellar podium for its boundless stupidity? Finishing a research projects hinges on motivation, and one of the first things to figure out about yourself is whether you get staying power from things that make you happy or things that make you mad. In my experience, it&#8217;s about a 3:1 ratio &#8212; approximately 75% of researchers follow the things that make them smile while the other 25% find more motivation in things that make them mad. Eventually, as you get into a research topic, curiosity is enough of a driver, but to get started, a little emotional investment goes a long way.<\/p>\n<h4>Devising Research Questions<\/h4>\n<h5>Types of Questions<\/h5>\n<p>(from Trochim, <a href=\"http:\/\/www.socialresearchmethods.net\/kb\/index.php\" target=\"_blank\" rel=\"noopener\">Research Methods Knowledge Base<\/a>, <a href=\"http:\/\/www.socialresearchmethods.net\/kb\/resques.php\" target=\"_blank\" rel=\"noopener\">Type of Questions<\/a>)<\/p>\n<p style=\"padding-left: 30px;\"><small>There are three basic types of questions that research projects can address:<\/small><small><br \/>\n1.<strong> Descriptive<\/strong>. \u00a0When a study is designed primarily to describe what is going on or what exists. Public opinion polls that seek only to describe the proportion of people who hold various opinions are primarily descriptive in nature. For instance, if we want to know what percent of the population would vote for a Democratic or a Republican in the next presidential election, we are simply interested in describing something.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>\u00a0\u00a0 2. <strong>Relational<\/strong>. \u00a0When a study is designed to look at the relationships between two or more variables. A public opinion poll that compares what proportion of males and females say they would vote for a Democratic or a Republican candidate in the next presidential election is essentially studying the relationship between gender and voting preference.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>\u00a0\u00a0 3. <strong>Causal.<\/strong> \u00a0When a study is designed to determine whether one or more variables (e.g., a program or treatment variable) causes or affects one or more outcome variables. If we did a public opinion poll to try to determine whether a recent political advertising campaign changed voter preferences, we would essentially be studying whether the campaign (cause) changed the proportion of voters who would vote Democratic or Republican (effect).<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>The three question types can be viewed as cumulative. That is, a relational study assumes that you can first describe (by measuring or observing) each of the variables you are trying to relate. And, a causal study assumes that you can describe both the cause and effect variables and that you can show that they are related to each other. Causal studies are probably the most demanding of the three.<\/small><\/p>\n<h5>A Process for Formulating Questions<\/h5>\n<p>A good Research Question (RQ) is specific enough to be answered, broad enough to be discussed, and significant enough to be of interest to the field. Below are some tips to help you formulate a RQ that is both personally meaningful and researchable, meaning that the RQ is asked in a way that can be measured. Measurability results from generating data that can be analyzed in component parts, whether the parts are units of meaning (e.g., <a href=\"https:\/\/en.wikipedia.org\/wiki\/Thematic_analysis\">thematic analysis<\/a>) or numbers\/statistics.<\/p>\n<p>Research questions have two parts: a topic and something asked about that topic. The topic comes from your interests as a researcher\/thinker (with consideration eventually given to the current interests of your field). The &#8220;what about the topic&#8221; also comes from your interests but is formulated using the &#8220;wh-question words&#8221;: who, what, why, when, where, how, how much\/often\/many. Often, those two steps don\u2019t result in a good RQ\u2014remember, that a successful RQ is one that is answerable and researchable. So, after determining the topic and some idea of &#8220;what about&#8221; the topic, do the following: define and operationalize the major terms as well as\u00a0qualities or relationships (&#8220;qualities&#8221; are pieces of language that describe something). Operationalizing a term means to define it so that it can be measured; this often means matching ideas\/concepts to behaviors.<\/p>\n<p>The example below is a &#8220;think aloud&#8221; model, distilled from real-life encounters which social-behavioral science types are hard-wired (or &#8220;doomed&#8221; :-)) to turn into research questions.<\/p>\n<h5>Research Question Scenario<\/h5>\n<ul>\n<li>Observation 1 &#8212; (circa 2011, classroom is a computer lab) Teacher (T) asks students (Ss) to put phones in backpacks during class. Ss grumble a bit, but one kind of freaks out. Asks T to come over, and says with real anxiety in her voice if she can&#8217;t please keep her phone on her desk? She silences the device, promises not to look at it during class, and turns it face down on the desk top. T agrees, and notes that every couple of minutes, S reaches out just to touch the phone. This happens for the entire class period (50 min).<\/li>\n<li>Observation 2 &#8212; (circa 2012, regular classroom) T is joking with students about devices, asks why they are so nervous to put them away. Naively, T asks what they do at night when phones are off? Ss look startled, some dismayed, and one male asks wonderingly why anyone would ever actually turn their phone off? T asks about this, and finds out for the first time that Ss <em>never<\/em> turn off their phones.<\/li>\n<\/ul>\n<p>At this point, general curiosity evolves into real questions: what exactly is the relationship student have to their mobile devices? Why can&#8217;t they turn them off? What about using devices creates such a powerful relationship that some cannot even bear to be more than an arm&#8217;s length away? Is this a generational difference, a personality difference, some blend thereof? How does this start? When does the device become problematic? If not problematic, per se, then what are the characteristics of a &#8220;healthy&#8221; relationship to devices? Do Ss even see their devices as pieces of machinery? If so, under what conditions, and when does it change to something else, assuming that this happens?<\/p>\n<h5>\/end RQ Scenario\/<\/h5>\n<p>And so on and so on!\u00a0A couple of observations yields a nearly infinite number of questions.<\/p>\n<p>Some of these questions have answers in the literature, but many do not. Thus, the researcher must narrow in on a single question or highly-related set of questions. In this scenario, the researcher might grow particularly interested in the intersection of two questions: the relationship to devices as something other than machines and generational differences in perceptions of devices. In psychology, the concept of &#8220;developmental path&#8221; captures the idea that there is a regular, systematic way in which some skill, behavior, ability, phenomena, etc changes from a beginning state to an end state. Developmental paths can be mediated by age, with learning language being the prime example; however, it&#8217;s equally common for learned behaviors and states of being to follow\u00a0a predictable sequence. Eventually, a larger RQ may emerge:\u00a0perhaps, &#8220;is there a developmental path that mobile device users progress along?&#8221;<\/p>\n<p>This question entails a beginning state and an end state, neither of which are defined in this context. To investigate this question, research must necessarily be exploratory, asking many different kinds of questions to get at both behavior and perceptions. \u00a0Broadly speaking, let&#8217;s say the researcher wants to know both how people obtain and use mobile devices (across different age groups), when device use starts, and what relationship device users have to the functions of their machines. The researcher decides to ask counting questions for behavioral stuff (how often, how much, etc) and open-ended questions about perceptions and feelings. From the morass of data, a development pattern may emerge. A cross-sectional design is chosen to get a picture of results across multiple generations. This is critical because in another 50 years, there won&#8217;t be a generation who grew up without mobile devices.<\/p>\n<h4>RQ + Method = Research Report<\/h4>\n<p>The research scenario above results in 2 kinds of data: quantitative (results that can be counted) and qualitative (results that are analyzed thematically, according to patterns of meaning). In the Social and Behavioral Sciences, these are the two main methodologies represented in published\u00a0research reports: the <strong>quantitative report<\/strong> and the <strong>qualitative report<\/strong>. They are distinguished by the kind of research design used to gather information, which is reflected in the way the research report gets written.<\/p>\n<p>In quantitative studies, the research question is tested using methods that will produce numerical results, usually manipulated by statistical tests. We are very familiar with this kind of research and it is the hallmark of the scientific method. In social and behavioral science, such methods include surveys, some kinds of interviews, and experimental manipulation. The resulting paper uses functional subheadings to move the reader through the text: Introduction, Method, Results, Discussion.<\/p>\n<p>Qualitative research relies on\u00a0meanings\u00a0and good thinking. The results are not usually numerical, but represented as text with analysis and explanation. Qualitative research\u00a0generates data through words (open-ended surveys or interviews) or observation (video). Whatever the nature of the data, patterns are elicited through coding techniques that identify repeating elements. Ideas or behavioral instances that repeat in multiple contexts or across multiple participants form the basis of the results. The resulting paper employs both functional subheadings (Introduction, Discussion) and topical subheadings indicating thematic categories (the Results of the investigation).<\/p>\n<h3>Contents<\/h3>\n<ul>\n<li>Page 2 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/2\/\">Introduction<\/a><\/li>\n<li>Page 3 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/3\/\">Methods<\/a><\/li>\n<li>Page 4 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/4\/\">Results<\/a><\/li>\n<li>Page 5 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/5\/\">Discussion<\/a><\/li>\n<li>Page 6 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/assignment\/action-plans-and-outlines\/\">Action Plan and Outlines<\/a><\/li>\n<\/ul>\n<p><!--nextpage--><\/p>\n<h2>Writing Introductions<\/h2>\n<blockquote><p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-888\" src=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-150x150.jpg\" alt=\"Sonia_Delaunay,_1914,_Prismes_\u00e9lectriques,_oil_on_canvas,_250_x_250_cm,_Mus\u00e9e_National_d'Art_Moderne\" width=\"90\" height=\"90\" srcset=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-150x150.jpg 150w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-300x300.jpg 300w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne.jpg 620w\" sizes=\"auto, (max-width: 90px) 100vw, 90px\" \/>&#8230;Next comes the most important paragraph of the whole paper: the first one. Even if it is a work of expositional genius, few among a broad audience are likely to read beyond it. So it is vital that this paragraph tells the central story of the paper, and makes clear why this story deserves to be told. <small><a href=\"http:\/\/www.nature.com\/nphys\/journal\/v3\/n9\/full\/nphys724.html\" target=\"_blank\" rel=\"noopener\">Elements of Style<\/a>, Nature Physics<\/small><\/p><\/blockquote>\n<p><span id=\"internal-source-marker_0.4175243150179502\">What do you expect when you sit down to read a scientific article? You want to know \u201cwhat happened?\u201d and &#8220;why should I care?\u201d. These are the two main questions that any research report has to answer. Historically, scientists themselves created a standardized format through which to answer these questions \u2192 this is the \u201cresearch report\u201d, and while each discipline has a slightly different take on how to write one, all science publication on experimental data is composed of 4 parts, each answering some part of \u201cwhat happened?\u201d and \u201cwhy does it matter?\u201d. The Introduction tackles motivation, providing part of the answer to why the reader should care. \u00a0It does so in 5 steps; that is, 5 informational moves that both inform and persuade.<\/span><\/p>\n<p>How are these goals accomplished? The writer provides a brief review of the literature in the correct order (given below!). The content of the introduction informs; the organization of the introduction persuades.<\/p>\n<h4>5 steps to Writing the Introduction<\/h4>\n<p>1) Establish Topic &#8212; quick, concise (what is being studied)<br \/>\n2) Provide significance &#8212; research, practical, clinical (why it is generally important)<br \/>\n3) Review the relevant literature &#8212; what the expert literature reveals (what we know already)<br \/>\n4) Point out the gap &#8212; what&#8217;s missing in the research literature (what we don&#8217;t know &#8212; motivation for study)<br \/>\n5) Reveal the research question (and sometimes, hypotheses) &#8212; the specifics of this research<\/p>\n<p>Let&#8217;s take a look at an example!<\/p>\n<p style=\"padding-left: 30px;\">Example (Quantitative) ||\u00a0<a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200\" target=\"_blank\" rel=\"noopener\">A Psychological Exploration of Engagement in Geek Culture<\/a><\/p>\n<p style=\"padding-left: 30px;\"><small><span style=\"color: #0000ff;\">A geek is traditionally defined as an enthusiast who develops expertise on a topic through exceptional determination and devotion [1]. The word \u201cgeek\u201d is used to describe not only enthusiasts in science, technology, and engineering but also especially devoted fans of media (i.e., \u201cfandom geeks\u201d). Here, we refer to <strong>geek culture<\/strong> as a subculture of enthusiasts that is traditionally associated with obscure media (Japanese animation, science fiction, video games, etc.).<\/span> <span style=\"color: #ff6600;\">However, geek culture<strong> is becoming an increasingly mainstream influence<\/strong> on contemporary culture.<\/span> <span style=\"color: #008000;\">Geek culture includes a range of activities such as role-playing games (e.g., Dungeons and Dragons), science fiction (e.g., Star Trek), comic books, and dressing in costumes (i.e., cosplay). Although geek interests were once marginalized [2], comic book movie adaptations (e.g., Iron Man, Thor) [3] are now major box office draws. Likewise, science-fiction (sci-fi) and fantasy themed video games (e.g., World of Warcraft) have become multi-billion dollar industries. There has also been enormous growth in geek conventions such as Comic-con and Dragon*Con. In the past year alone, New York Comic-Con, one of the premier geek conventions in the United States, attracted over 130,000 attendees [4] and Dragon*Con in Atlanta has grown from 2,400 fans in 1989 to 57,000 fans in 2013 [5].<\/span><\/small><\/p>\n<p style=\"padding-left: 30px;\"><small><span style=\"color: #800000;\"><strong>Despite the popularity of geek culture, it has received little attention from the social sciences<\/strong>. Yet this increasing tendency of individuals to engage in a culture with heroic and magical themes may be linked to important trends in our wider culture, such as increasing narcissism[6], thwarted belongingness [7], and the interface between technology and entertainment media.<\/span> <span style=\"color: #a80da8;\">In the present paper, we have two primary goals. <strong>First, we develop and validate the construct of geek engagement as participation in specific activities represented at major geek conventions. Second, we describe and examine three new theoretical accounts of geek culture related to the cultural trends above, which we refer to as the great fantasy migration hypothesis, the belongingness hypothesis, and the desire for engagement hypothesis<\/strong>. These theoretical accounts are not considered to be mutually exclusive\u2014participation in geek culture is almost certainly determined by multiple factors and several of these hypotheses share predictions. This research is designed to be the first rather than last word on these hypotheses.<\/span><\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>To these ends, we present results from 7 studies (N = 2354). These include construct operationalization and scale development (Studies 1\u20132), and examination of personality, self-concept, intelligence and other individual differences variables associated with geek engagement as well as a social network analysis of geek culture (Studies 2\u20137). Before we begin, however, we (a) define geek culture, and (b) describe three theoretical accounts.<\/small><\/p>\n<p>Analysis: In terms of color, each of the 5 steps works as follows: 1) Topic: <span style=\"color: #0000ff;\">Blue<\/span>; 2) Significance: <span style=\"color: #ff6600;\">Orange<\/span>; 3) Lit Review: <span style=\"color: #008000;\">Green<\/span>; 4) Gap: <span style=\"color: #800000;\">Brown<\/span>; 5) RQ: <span style=\"color: #800080;\">Purple.<\/span> The bolded items emphasize the central information in each section. Let&#8217;s examine each briefly.<\/p>\n<ul>\n<li>The <strong><span style=\"color: #0000ff;\">topic<\/span><\/strong> identifies the part of the research universe being studied. In some articles, the topic\u00a0can be identified in as little as a single noun phrase; here, the authors devote a couple of sentences to carry the reader from the more familiar term, &#8220;geek&#8221;, which is used as a label for an individual, to the idea that there is a subculture defined by similar characteristics.<\/li>\n<li>The <strong><span style=\"color: #ff6600;\">significance<\/span><\/strong> is not the impact\u00a0of the research study itself, but something\u00a0that explains why the topic is of interest. Significance is usually expressed in as a research, application\/clinical, or social\/public interest item.\u00a0In this case, the authors highlight the social impact of geek culture as motivation for why the topic merits investigation.<\/li>\n<li>The <strong><span style=\"color: #008000;\">lit review<\/span><\/strong> in a research report has 2 functions: 1) provide explanations of concepts necessary to understanding the research; 2) arrange explanations so they lead to a gap or conflict that motivates the specific research question driving the study. In this case, the authors provide some background information on the impact of geek culture: note the use of citations! The lit review establishes that geek culture does indeed have widespread influence, leading directly to the gap statement.<\/li>\n<li>The <strong><span style=\"color: #993300;\">gap statement<\/span><\/strong> is where the writer states the &#8220;conflict&#8221; motivating the actual research question. The most successful gap statements embody an &#8220;A but B&#8221; problem statement where &#8220;A&#8221; and &#8220;B&#8221; are conflicting states or situations. In this case, &#8220;A&#8221; is the influence of geek culture and &#8220;B&#8221; is the lack of social science research (we would assume that a culture with widespread relevance would also be studied, which the authors spend a bit more time explaining). The gap in academics can flow from a simple lack of knowledge (as is the case here) or a genuine conflict, such as sets of contradictory data points or dueling theories.<\/li>\n<li>The <strong><span style=\"color: #800080;\">research question<\/span><\/strong> is the actual investigation covered by the research report. Sometimes, hypotheses or expectations are also included in psych papers, but not always.<\/li>\n<\/ul>\n<p>The final paragraph of this Introduction presents a roadmap of where the paper is going after the Introduction. This is not a common step, but makes sense in this paper because it is part of a larger investigation and also includes a separate lit review following the Intro\u00a0which covers\u00a0the topic and theoretical literature in more depth. Not all psych research reports require this step, but a longer literature review is common when the research question itself is complex and\/or exploratory.<\/p>\n<p>Example (Qualitative) ||\u00a0<a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0113503\" target=\"_blank\" rel=\"noopener\">Socio-Psychological Factors Driving Adult Vaccination: A Qualitative Study<\/a><\/p>\n<table cellspacing=\"10px\" cellpadding=\"10px\">\n<tbody>\n<tr>\n<td style=\"width: 375px;\"><small><span style=\"color: #0000ff;\">While <strong>immunization<\/strong> is one of the most effective and successful public health strategies in reducing or eliminating the health, economic and societal burden of many infectious diseases<\/span> [1], <span style=\"color: #ff6600;\">major developed economies such as the <strong>US and Germany still report up to 30,000 deaths each year due to vaccine-preventable diseases, almost all in adults<\/strong> [2], [3]. The extraordinary success of childhood routine immunization programs across the world, which show high immunization coverage levels, has not been matched in adult programs [4]\u2013[6]. This disparity is of increasing relevance in the context of a rapidly aging population and the attendant societal and economic burden.<\/span><\/small><\/p>\n<p><span style=\"color: #008000;\"><small><strong>Influenza and tetanus-containing boosters (tetanus boosters) are two commonly recommended vaccines for adults<\/strong>. Most countries follow World Health Organization (WHO) influenza vaccination recommendations: an annual vaccine, particularly for people who are at higher risk of developing influenza-related complications [7]. Although the WHO recommends an extra tetanus toxoid-containing dose in adulthood [8], recommendations for adult tetanus boosters vary across countries. For example, the US Centers for Disease Control and Prevention (CDC) recommends a 1-time dose of tetanus, diphtheria and pertussis (Tdap), followed by a tetanus and diphtheria (Td) booster every 10 years [9], whereas in France a tetanus, diphtheria and polio booster (Td\/IPV) is recommended for under 25 s, a second dose at 45 years old and every 10 years for over 65 s, with one booster being replaced by a Tdap\/IPV [10].<\/small><\/span><\/p>\n<p><span style=\"color: #008000;\"><small>In the UK, an influenza vaccine is recommended and available free of charge for people \u226765 years old, \u226465 s with an eligible chronic health condition and pregnant women. Yet, despite comparatively high vaccination rates among \u226765 s (73%) and, to a lesser extent, \u226465 s in a clinical risk group (52%) in 2013\/2014 [11], over 10,000 excess deaths were reported in UK the previous influenza season [12]. Although tetanus boosters are not included in \u2018The complete routine immunisation schedule 2013\/14\u2019, the National Health Service (NHS) recommends a Td\/IPV to those who have not or have been partially immunized, or are travelling to a country with limited medical facilities [13]. The number of tetanus cases\u00a0reported in the UK is low\u00a0(83 in<\/small><\/span><\/td>\n<td style=\"width: 375px; vertical-align: top;\"><small><span style=\"color: #008000;\">England and Wales since 2002) [14]. However, research suggests that the success of the tetanus vaccination program may be partly attributed to a mismatch between clinical practice and immunization guidelines, reflected in emergency departments&#8217; tendency to over-vaccinate patients who attend them [15]. This misalignment may also be occurring in primary care.<\/span><\/small><\/p>\n<p><small><span style=\"color: #800000;\">In countries with universal vaccination coverage, where structural barriers to access are limited, social and psychological influences such as perceived risk of diseases and vaccines are important determinants of acceptance and uptake of influenza vaccine<\/span> [16]\u2013[20]. <strong><span style=\"color: #800000;\">Specifically in the UK, few qualitative studies to date have explored influenza vaccination decision-making and most have focused on the elderly<\/span><\/strong> [21]\u2013[23].<span style=\"color: #800000;\"> Research evaluating factors driving tetanus boosters&#8217; uptake from the perspective of the vaccinee is scarce<\/span> [24], [25].<\/small><\/p>\n<p><small><span style=\"color: #a80da8;\"><strong>To better understand social and psychological drivers of adult vaccination, we have set up a large-scale multinational qualitative study, which aims to use interview-based techniques to explore in depth adults&#8217; perceptions of vaccination and the factors that drive them to have themselves vaccinated (or not)<\/strong> [26]. The detailed qualitative dataset will subsequently be used to inform the development of practical survey tools that can reliably capture key determinants of vaccination behavior and predict uptake. The study that we report here is part of this larger research program. It explores the social and psychological factors that drive adult vaccination in the UK, specifically influenza and tetanus, and evaluates whether these factors are comparable between vaccines or vaccine-specific.<\/span><\/small><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Analysis: In terms of color, each of the 5 steps works as follows: 1) Topic: <span style=\"color: #0000ff;\">Blue<\/span>; 2) Significance: <span style=\"color: #ff6600;\">Orange<\/span>; 3) Lit Review: <span style=\"color: #008000;\">Green<\/span>; 4) Gap: <span style=\"color: #800000;\">Brown<\/span>; 5) RQ: <span style=\"color: #800080;\">Purple.<\/span> The bolded items emphasize the central information in each section. In this case, the topic and significance are stated in the opening sentence. This is very common! Often, topic and why the topic matters are so closely linked that it makes good writing sense to combine them into a single sentence. The remainder of the paragraph explains the significance in greater detail, though it is arguably also part of the lit review. The lit review then lays out the current state of immunizations, leading to a gap statement that identifies a lack of information about decision-making among adults in healthcare-rich countries; qualitative research methods are ideal for exploring such psychological states. The RQ specifies the direction of the research as well as how outcomes will be applied.<\/p>\n<p>Thus, a basic 5 step process is employed regardless of whether quantitative or qualitative methods are used. As stated above, the content informs while the organization persuades. You will see a lot of variation in the literature for length of the 5 parts; nonetheless, you&#8217;ll also find that these 5 steps are present in most published research because they create an introduction which is concise, informative, persuasive, and occasionally, even elegant.<\/p>\n<ul>\n<li>Page 2 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/2\/\">Introduction<\/a><\/li>\n<li>Page 3 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/3\/\">Methods<\/a><\/li>\n<li>Page 4 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/4\/\">Results<\/a><\/li>\n<li>Page 5 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/5\/\">Discussion<\/a><\/li>\n<li>Page 6 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/assignment\/action-plans-and-outlines\/\">Action Plan and Outlines<\/a><\/li>\n<\/ul>\n<p><!--nextpage--><\/p>\n<h2>Writing Materials and Methods<\/h2>\n<blockquote><p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-888\" src=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-150x150.jpg\" alt=\"Sonia_Delaunay,_1914,_Prismes_\u00e9lectriques,_oil_on_canvas,_250_x_250_cm,_Mus\u00e9e_National_d'Art_Moderne\" width=\"90\" height=\"90\" srcset=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-150x150.jpg 150w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-300x300.jpg 300w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne.jpg 620w\" sizes=\"auto, (max-width: 90px) 100vw, 90px\" \/>The Methods section describes in detail how the study was conducted&#8230;a complete description of the methods used enables the reader to evaluate the appropriateness of your methods and the validity of your results. It also permits experienced investigators to replicate the study. (<small><em>APA Publication Manual, 6th ed, 29)<\/em><\/small><\/p><\/blockquote>\n<p>The Methods section a research report is essentially a recipe for the study; it succeeds to the extent that the reader feels confident they could replicate the study given the details.\u00a0Precision and exact details are key to this section, but do not include irrelevant material. This concrete information is usually presented in simple past tense, either active voice (We collected water samples every three days) or passive voice (Samples were collected every three days). The passive is more likely when human or animal subjects are involved. More on this below.<\/p>\n<p>Interestingly, most of the sources on how to write a research report don&#8217;t have much to say about the methods section, probably because most scientists find this section the easiest to write. The researcher is most familiar with this activity; after all, s\/he experienced it! The Experimental Details are written much how they are performed: materials followed by procedure in chronological order. Precision and accuracy are critical &#8212; use an outline to help you keep track of all the information you need to write. The methods section generally includes three types of information:<\/p>\n<ul>\n<li>subjects \/ participants \/ substances<\/li>\n<li>apparatus \/ materials \/ instruments<\/li>\n<li>procedure\/process<\/li>\n<\/ul>\n<p>Most commonly, some mention of &#8220;participants\/subjects\/substance&#8221; (whatever passes for that which was experimented upon) is discussed first, though this is not always the case. For example, if you performed the same procedure on three different groups, you may choose to explain the procedure in detail first, then lay out the composition of the groups. Or, if you have three different procedures on the same type of group, you&#8217;d more logically start with the &#8220;group&#8221; and proceed to procedure. Also, if your work involves multiple tests, then the Methods may be organized topically according to test with parallel organization shared among all.<\/p>\n<p>For example, the outline to\u00a0<a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200\" target=\"_blank\" rel=\"noopener\">A Psychological Exploration of Engagement in Geek Culture<\/a>\u00a0shows 7 studies with different methods but over the same population pool (bolded in the excerpt), identified in an opening paragraph labeled &#8220;The Present Study&#8221;:<\/p>\n<table>\n<tbody>\n<tr>\n<td style=\"width: 200px;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-934 size-full\" src=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/methods-outline-psych-quant1.jpg\" alt=\"methods outline psych quant1\" width=\"163\" height=\"449\" srcset=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/methods-outline-psych-quant1.jpg 163w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/methods-outline-psych-quant1-109x300.jpg 109w\" sizes=\"auto, (max-width: 163px) 100vw, 163px\" \/><\/td>\n<td style=\"vertical-align: top;\">The present research aims to: (a) provide preliminary tests of the above hypotheses by exploring the individual differences and social behaviors associated with geek culture engagement and (b) operationalize geek culture by creating measures of geek culture involvement and identity. All studies (except Study 2) <strong>used participants from Amazon\u2019s Mechanical Turk (MTurk),<\/strong> which have been shown to give data of similar quality to traditional samples [42,43]. All studies in this paper were approved and monitored by the Institutional Review Board of the University of Georgia (Approval numbers: Study 1 2013106420; Study 2 STUDY00000229; Study 3 STUDY00000203; Study 4 STUDY00000563; Study 5 STUDY00000273; Study 6 STUDY00000413; Study 7 STUDY00000783). Participants gave informed consent by clicking \u201cI consent\u201d on a consent script in all studies except for Study 2; for Study 2, participants gave written consent by signing a consent form. Studies varied between using general samples and self-described geek samples. Details of all samples are reported in Table 1. Where appropriate, the series mean was imputed for all missing data values in this and all remaining studies. For the majority of questions in all studies less than 1% of values were imputed, and the highest percentage was 3% in Study 4. However, the results of Study 4 did not differ whether or not missing values were imputed.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>The Methods section of <a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0113503\" target=\"_blank\" rel=\"noopener\">Socio-Psychological Factors Driving Adult Vaccination: A Qualitative Study<\/a>\u00a0has the traditional title, &#8220;Method&#8221;, then an opening statement situating the protocol as \u00a0part of a larger study, then narrowing down to how participants were recruited. Note that when a study protocol is published elsewhere, the authors need only cite the original publication. The methods section will specify what is unique to this study.<\/p>\n<table>\n<tbody>\n<tr>\n<td style=\"width: 200px; vertical-align: top;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-936 size-full\" src=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/methods-outline-psych-qual1.jpg\" alt=\"methods outline psych qual1\" width=\"135\" height=\"241\" \/><\/td>\n<td style=\"vertical-align: top;\"><small>This research was approved by the Imperial College Research Ethics Committee. Participants were presented with a research information sheet and briefed on confidentiality\/anonymity of their data before they were asked to sign a consent form. The overall research protocol and methods used in our research program are reported in detail elsewhere [26]. We summarize them below and include specific information about the UK data collection and analysis.<\/small><\/p>\n<p>Sampling and recruitment<\/p>\n<p><small>Interviews were carried out in three regions in the UK: London, South East and West Midlands. Although representative samples are not required in qualitative research, we sought to attain relevant perspectives by recruiting participants from areas where the majority of the UK population reside. We used a <strong>purposive sampling strategy to select 20 adult participants who were both vaccinated or not vaccinated against influenza and tetanus, and represented a range of socio-demographic characteristics associated with vaccination uptake, particularly age and health status<\/strong> (see Table 1). We excluded pregnant women and healthcare professionals (HCPs), as their vaccination decisions are significantly influenced by those they care for and\/or regulated by healthcare authorities and professional bodies, thus some of their motivations and concerns are likely different [27], [28]. To reduce recall bias [29], only those who had been vaccinated in the past 12 months were eligible as vaccinated participants. A screening question was used to exclude participants who were fundamentally opposed to vaccination, as this stance represents only a small minority of the non-vaccinated population and thus could bias the results [30]. Participants were recruited via telephone using random dialing, sourced from telephone directories by Ipsos MORI, an international market research company.<\/small><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>Subjects and Participants<\/h5>\n<p>Broadly speaking, \u00a0in current <a href=\"http:\/\/www.apastyle.org\/\">APA <\/a>nomenclature, both human and animal studies use the term &#8220;Subjects&#8221; whereas &#8220;Participants&#8221; is reserved for humans only. Readers need to know who or what was experimented upon, with as much detail as possible (or as much as you collected). This should include description of subjects, recruitment strategies (with human subjects), inclusion\/exclusion criteria, environmental accommodations (for animal studies), and a final statement of who the actual subjects turned out to be; that is, the subjects upon whom your results are based. This final statement may\u00a0be in its own paragraph, and include demographic and statistical data.<\/p>\n<p>While concision is much appreciated in science prose, your working definition of &#8220;concise&#8221; should include the concepts <em>relevance<\/em> and <em>accuracy.<\/em> Say as much as the reader needs to assess whether study subjects are a good fit for the research question and your eventual interpretation of results.<\/p>\n<p>Example: Animal Study &#8212;\u00a0<a href=\"http:\/\/psycnet.apa.org\/journals\/bne\/129\/5\/679.html\">Revealing a Latent Variable: Individual Differences in Affective Response to Repeated Injections<\/a><\/p>\n<h5>Animal Housing and the HR\/LR Phenotype Screening<\/h5>\n<p><small>Animals were treated in accordance with the National Institute of Health guidelines on laboratory animal use and care. All efforts were made to minimize animal suffering and to reduce the number of animals used. A grand total of 42 male Sprague\u2013Dawley rats (Charles River) arrived at postnatal day (PN) 50 and were kept on a 12-hr light\/dark cycle (lights on at 7:00 a.m.). Rats were pair-housed throughout the entire experiment and food and water were available ad libitum. Animals were allowed to habituate to the housing conditions for 7 days. On PN 57, all rats were screened for locomotor reactivity to the mild stress of a novel environment for 1 hr using Plexiglas locomotion chambers with stainless steel grid flooring, made in-house. Activity was monitored by means of photocells equally spaced along the sides of the box. At the end of the screening session, total locomotor activity (i.e., rearing and lateral movements) was pooled and the rats were ranked as HRs (i.e., rats that exhibited locomotor scores in the highest third of the sample; <em>n<\/em> = 14) or LRs (i.e., rats that exhibited locomotor scores in the lowest third of the sample <em>n<\/em> = 14). The intermediary responders (IRs) were only used as stimulus rats in the social interaction test described below.<\/small><\/p>\n<div class=\"indent\">\u00a0Analysis: Per APA guidelines, you should report genus,\u00a0species , and other specific identifying information (e.g. knock-out strains, age, gender, etc.) as well as where animal come from. Explain basic environmental conditions. If groups were used, they should be explained here as well.\u00a0In this example, the authors identify the Sprague-Dawley rat (an albino, outbred rat commonly used in medical studies). They note the rats came from <a href=\"http:\/\/www.criver.com\/products-services\/basic-research\/find-a-model\/sprague-dawley-rat\">Charles River<\/a>, that they were all male, and were 50 days old. The lighting, housing set-up, and food schedule are presented, then a brief description of how the groups were formed (high reactives, low reactives, and intermediate reactives).<\/div>\n<div class=\"indent\"><\/div>\n<p>Example: Human Study &#8212;\u00a0<a href=\"http:\/\/psycnet.apa.org\/psycarticles\/2015-37534-001\">Sport Fans and Sci-Fi Fanatics: The Social Stigma of\u00a0Popular Media Fandom<\/a><\/p>\n<h6><strong>Method<\/strong><\/h6>\n<p><small>Students from a large Northeastern university\u00a0were recruited from introductory communication courses to participate in a 2 (Fan type:\u00a0sci-fi\/fantasy fan or sport fan)\u00a02 (Target fan\u00a0sex: female or male) between-subjects design\u00a0online experiment, in exchange for extra course\u00a0credit. Participants were told that the study was\u00a0on how people form impressions about other\u00a0people and they were asked to read a descriptive\u00a0profile of another college student and consider\u00a0their gut-level impressions of that person. After\u00a0reading the descriptions, participants proceeded\u00a0to take an online questionnaire with questions\u00a0regarding how socially, task, and physically attractive they perceived this person to be.<\/small><\/p>\n<h6>Participants<\/h6>\n<p><small>A total of 298 students participated in the\u00a0study, but 23 (7.71%) participants who did not\u00a0respond correctly to one of two manipulation\u00a0checks that asked them to identify the type of\u00a0fan and sex of the fan in the description were excluded from analyses.\u00a0<sup>3<\/sup>\u00a0The final sample consisted of 275 participants. Slightly less than half\u00a0of the sample was male (46.5%), 42.5% was\u00a0female, and 10.9% did not report biological\u00a0sex.\u00a0<sup>4\u00a0<\/sup>The ages of participants ranged from 18 to\u00a055 (M\u00a021.25,\u00a0SD\u00a03.57). Over three quarters\u00a0of the sample identified as White (77.1%). African Americans were the next most frequently\u00a0represented group in the sample (5.8%), followed by Asians (3.6%), and Hispanics\/Latino\/as (1.8%). In total, 11.7% of participants\u00a0reported identifying with another racial or ethnic group or did not report their race or ethnicity.<\/small><\/p>\n<p>Example: Human Study &#8212;\u00a0<a href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC2996255\/\" target=\"_blank\" rel=\"noopener\">Emotion Word Comprehension from 4 to 16 Years Old: A Developmental Survey<\/a><\/p>\n<h6>Samples<\/h6>\n<p><small>Data was collected from 6 age groups (4\u20136, 7\u20138, 9\u201310, 11\u201312, 13\u201314, and 15\u201316), corresponding with UK school year bands (Years 1\u20132, 3\u20134, 5\u20136, 7\u20138, and 9\u201310, respectively). Confirmation of age bands was checked using the Annual Schools Census for the academic year 2004\/5, provided by the Schools Statistical Unit at the Department for Education and Skills, UK. Participants were all attending mainstream education in the Cambridgeshire area (UK), and included a mix of both state and private schools, in order to attempt to achieve a representative sample of the community. The total sample was therefore n\u2009=\u2009377, and they comprised an equal number of males and females. There were n\u2009=\u200930 age 4\u20136 years old, n\u2009=\u200934 age 7\u20138 years old, n\u2009=\u200926 age 9\u201310 years old, n\u2009=\u200987 age 11\u201312 years old, n\u2009=\u2009134 age 13\u201314 years old, n\u2009=\u200966 age 15\u201316 years old.<\/small><\/p>\n<p>Analysis: Note that in each example, the participant pool is defined, allowing the reader to assess how well the population fit the research question. Demographic information is provided. Finally, the writers account for the number of participants by indicating both the initial number and final number (&#8220;n&#8221;), and clarifying how the change in number occurred. This will be true regardless of whether you&#8217;re conducting quantitative or qualitative research.<\/p>\n<h5>Materials \/ Instruments \/ Apparatus<\/h5>\n<p>Following subjects\/participants, psych researchers report on the materials, apparatus, and instruments used to conduct the research: essentially, all the &#8220;tools&#8221; needed to complete the work. \u00a0As elsewhere in the Methods, the key is providing sufficient and relevant detail; readers must have enough information to feel confident they could replicate the study. Many studies do not include a separate &#8220;materials&#8221; section (see &#8220;Procedure&#8221; below), but it is common when multiple instruments (e.g. surveys, questionnaires) are used &#8212; the reader needs a separate explanation of eachs. Citations are included that point to the research publications that explain or introduce validated instruments.<\/p>\n<p>Example (Quantitative) ||\u00a0<a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200\" target=\"_blank\" rel=\"noopener\">A Psychological Exploration of Engagement in Geek Culture<\/a><\/p>\n<p style=\"padding-left: 30px;\"><small><strong>Materials<\/strong>.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small><span style=\"color: #0000ff;\">To test the nomological network of geek engagement<\/span>, we included measures we theorized to have relationships with geek engagement along with related traits (e.g., we included all of the Big Five Personality Traits [33], although openness had the most theoretical interest). To this end we included measures of grandiose and vulnerable narcissism and entitlement (predicted by the great fantasy migration hypothesis), and the SDT basic psychological needs (relatedness, predicted by the belongingness hypothesis) [46]. We also included measures of SDT motivational orientation (i.e., how oriented an individual is toward aspects of the environment that encourage autonomy, are controlling, or are under the control of the individual) [47], although we made no specific predictions relating to these measures, and depression and life satisfaction, as these would be negatively related to fulfilled ego or belongingness needs.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small><span style=\"color: #0000ff;\">To measure geek engagement<\/span>, we created the <em>Geek Culture Engagement Scale<\/em> (GCES), by generating a list of 37 geek activities (e.g., cosplay, gaming), interests (e.g., science fiction, fantasy) and lifestyles (e.g., lolita, furry) based on the listing of fan tracks on the Dragon*Con website. We also included the item \u201cyour real (daily) life\u201d to explore whether participants who were more involved in geek activities were less involved in daily life. We then asked participants to indicate to what extent they participated in each item on a scale from 1 (a little) to 5 (a lot). See Table 2 for the specific items assessed by the GCES. See Appendix for the full scale.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>The <em>Narcissistic Personality Inventory<\/em> (NPI) [48] is a 40-item nonclinical measure of dimensional narcissism (Samples A and B Cronbach \u03b1 = .89). For each item, participants choose which of two statements (e.g., \u201cI like to be the center of attention\u201d\/ \u201cI prefer to blend in with the crowd\u201d) best describes them. Scores range from 0\u201340 with higher scores indicating more narcissism.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>The <em>Hypersensitive Narcissism Scale<\/em> (HSNS) [49] is a 10-item scale (Sample A \u03b1 = .73; Sample B \u03b1 = .80) designed to measure vulnerable narcissism. Items such as \u201cmy feelings are easily hurt by ridicule or the slighting remarks of others\u201d are rated on a Likert-type scale from 1 (not at all like me) to 5 (very much like me). Items range from 0\u201350 with higher scores indicating more vulnerable narcissism.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>The<em> Rosenberg Self-Esteem Scale<\/em> (RSES) [50] is a widely used 10-item measure (Sample A \u03b1 = .91; Sample B \u03b1 = .93) of explicit self-esteem. Items such as \u201con the whole, I am satisfied with myself\u201d are rated on a scale from 1 to 5 with 1 signifying \u201cthis statement does not describe me in the slightest\u201d and 5 signifying \u201cthis statement describes me perfectly.\u201d<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>The <em>Center for Epidemiological Studies Depression Scale<\/em> (CES-D) [51] is a 20-item self-rating inventory (Sample A \u03b1 = .93; Sample B \u03b1 = .94) that is widely used in the measure of nonclinical depression symptoms (e.g., \u201cI felt depressed\u201d). Respondents rated a list of symptoms on a scale from 0 (rarely\/none of the time, less than 1 day) to 3 (most or all of the time, 5\u20137 days) as to how often they have experienced each symptom in the past week.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>The <em>Psychological Entitlement Scale<\/em> (PES) [52] is a 9-item measure of generalized entitlement (Samples A and B \u03b1 = .89), which is one of the central components of narcissism [53], defined as the belief that one deserves better treatment than others. The PES allows for a more targeted assessment of entitlement than the NPI or HSNS [52]. Participants indicated their agreement with items such as \u201cgreat things should come to me\u201d on a scale from 1 (strongly disagree) to 7 (strongly agree).<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>The<em> Five Factor Model Rating Form<\/em> (FFMRF) [54] is a 30-item measure of the Big Five personality traits. Participants indicated their identification with each individual facet of the Big Five traits, including agreeableness (e.g., \u201cstraightforwardness\u201d; Sample A \u03b1 = .67; Sample B \u03b1 = .70), extraversion (e.g., \u201cgregariousness\u201d; Sample A \u03b1 = .73; Sample B \u03b1 = .77), conscientiousness (e.g., \u201ccompetence\u201d; Sample A \u03b1 = .80; Sample B \u03b1 = .82), neuroticism (e.g., \u201canxiousness\u201d; Sample A \u03b1 = .78; Sample B \u03b1 = .81), and openness to experience (e.g., \u201cfantasy\u201d; Sample A \u03b1 = .67; Sample B \u03b1 = .66) on a 5-point Likert scale.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>The <em>Diener Satisfaction with Life<\/em> (SWL) scale [55] is a 5-item scale (Samples A and B \u03b1 = .92) of subjective well-being. Participants rated items such as \u201cI am satisfied with my life\u201d on a 7-point scale (1 = strongly disagree; 7 = strongly agree).<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>The <em>General Causality Orientations Scale<\/em> (GCOS) [56] is a measure of self-determination in personality [57]. It features 17 vignettes describing hypothetical situations. For each vignette, participants rated the likelihood of their pursuing three possible courses of action on a 7-point scale (1 = very unlikely; 7 = very likely). These courses of action represent three dimensions of self-determination, autonomy (Sample A \u03b1 = .84; Sample B \u03b1 = .87), controlledness (Sample A \u03b1 = .71; Sample B \u03b1 = .73), and impersonal (Sample A \u03b1 = .85; Sample B \u03b1 = .84).<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>The <em>Basic Psychological Needs Scales<\/em> (BPNS) [46,58] is a collection of scales measuring the basic motivational needs of autonomy (Sample A \u03b1 = .76; Sample B \u03b1 = .75), competence (Sample A \u03b1 = .76; Sample B \u03b1 = .77), and relatedness (Samples A and B \u03b1 = .80) in the workplace, in relationships, and in general.<\/small><\/p>\n<p>Analysis: This explanation of materials contains 2 critical parts: an explanation of the purpose for the material\/instruments (colored blue) and brief descriptions of each instrument that includes the name, accepted abbreviation, citation, what the instrument measures, and an example of question and format (italics in the original).<\/p>\n<p>Example (Qualitative) ||\u00a0<a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0113503\" target=\"_blank\" rel=\"noopener\">Socio-Psychological Factors Driving Adult Vaccination: A Qualitative Study<\/a><\/p>\n<p style=\"padding-left: 30px;\"><strong><small>Piloting<\/small><\/strong><\/p>\n<p style=\"padding-left: 30px;\"><small>The interview schedule was designed through expert consultations and a review of the relevant literature. The schedule was then tested with two researchers from Imperial College and two researchers from Ipsos MORI who were not involved in the present study. The duration and flow of the interview were discussed and the schedule was finessed as a result. The refinements to the schedule were related to wording (e.g. using \u2018flu\u2019 instead of \u2018influenza\u2019 for simplicity) and reordering and\/or deletion of redundant probes. These interviews were not included in the final sample. Piloting was subsequently carried out for the first three interviews, whereby the research team observed each interview conducted by an Ipsos MORI trained interviewer behind a one-way mirror and evaluated its quality in real-time. At the end of the session, minor improvements were made to the interviewers&#8217; instructions included in the schedule.<\/small><\/p>\n<p>Analysis: Qualitative research almost always includes a justification for the method itself in addition to an explanation of how the data was gathered and\/or excerpted from the rich stream of information generated by this methodology (see &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/qual-methods-justification.jpg\" target=\"_blank\" rel=\"noopener\">here<\/a> &#8212; for an additional example). In this case, the testing and refinement of interview questions is spelled out (the authors list the interview questions themselves in a <a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0113503#pone-0113503-t002\" target=\"_blank\" rel=\"noopener\">figure in the procedures<\/a> section).<\/p>\n<p>Note: Err on the side of providing the reader too much details about materials. The gold standard by which Methods are judged is replicability &#8212; can someone replicate the study based on the information provided? If they can&#8217;t, the reader immediately downgrades the credibility of the work. This is especially true for qualitative methods, which are often considered non-replicable because of the highly local nature of the population. However, when you provide the reader a close description of the protocol, it increases your credibility and provides a foundation for a similar study.<\/p>\n<h5>Procedure\/Process<\/h5>\n<p>If the &#8220;materials&#8221; section is the ingredient list, the &#8220;process&#8221; section is the instructions. In this part, researchers write how the experiment was conducted. Each step is laid out chronologically.<\/p>\n<p>The examples below include an animal study, a quantitative study and a qualitative study. For added spice, main clause verbs written in the <span style=\"color: #ff6600;\">active voice<\/span> are marked in <span style=\"color: #ff6600;\">orange<\/span>; those in the<span style=\"color: #0000ff;\"> passive<\/span> are <span style=\"color: #0000ff;\">blue<\/span>. We&#8217;ll discuss this below.<\/p>\n<p>Example: Animal Study &#8212;\u00a0<a href=\"http:\/\/psycnet.apa.org\/journals\/bne\/129\/5\/679.html\">Revealing a Latent Variable: Individual Differences in Affective Response to Repeated Injections<\/a><\/p>\n<p style=\"padding-left: 30px;\"><small><strong>Chronic Saline Injections<\/strong><br \/>\nFollowing phenotype screening, cages <span style=\"color: #0000ff;\">were reorganized<\/span> in a way that each rat<span style=\"color: #0000ff;\"> was housed<\/span> with a cage mate of the same phenotype. Each cage <span style=\"color: #0000ff;\">was assigned<\/span> to injection or control handling groups (n = 6\u20138). Five days after phenotype-screening, animals in the chronic injections groups <span style=\"color: #ff6600;\">received<\/span> ip saline injections (1 ml\/kg) once a day for 2 weeks. Control handled rats <span style=\"color: #ff6600;\">underwent<\/span> the identical handling procedure as the saline injected animals daily, for 2 weeks but <span style=\"color: #ff6600;\">did not receive<\/span> the injections. The day after the final saline injection or handling session all rats <span style=\"color: #ff6600;\">underwent<\/span> pretesting for the FST. One day after the pretest session, rats <span style=\"color: #0000ff;\">were tested<\/span> on the social interaction and forced swim tests as described below.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small><strong>Social Interaction Test (SIT)<\/strong><br \/>\nTesting took place in an open topped, rectangular, transparent social interaction box. The stimulus rat <span style=\"color: #ff6600;\">was<\/span> a conspecific of similar age and weight and <span style=\"color: #ff6600;\">had<\/span> no previous contact with the experimental rat. Rats <span style=\"color: #0000ff;\">were placed<\/span> simultaneously in the box and the amount of time the experimental rat spent initiating social interaction (i.e., grooming, sniffing, following, and crawling over or under) with the stimulus rat <span style=\"color: #0000ff;\">was scored<\/span> for 5 min.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small><strong>Forced Swim Test (FST)<\/strong><br \/>\nTesting <span style=\"color: #0000ff;\">was performed<\/span> according to a published protocol (Porsolt et al., 1977) with some modifications. A 15-min pretest <span style=\"color: #0000ff;\">was conducted<\/span> the day before testing. On the day of testing, rats <span style=\"color: #0000ff;\">were placed<\/span> in a cylinder filled with water at room temperature. Each rat <span style=\"color: #0000ff;\">was tested<\/span> individually and the cylinder <span style=\"color: #0000ff;\">was cleaned<\/span> and <span style=\"color: #0000ff;\">filled<\/span> with fresh water following each animal. Time rats spent immobile (lack of movement except necessary movements to keep the head above water), as well as swimming and climbing <span style=\"color: #0000ff;\">were scored<\/span> for 5 min.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small><strong>Statistical Analysis<\/strong><br \/>\nLocomotor reactivity in response to a novel environment <span style=\"color: #0000ff;\">was analyzed<\/span> by a one-way ANOVA. Data pertaining to SIT and FST <span style=\"color: #0000ff;\">were analyzed<\/span> by two-way ANOVAs: phenotype (LR, HR) and exposure (INJ, HANDL). Significant main effects and interactions <span style=\"color: #0000ff;\">were followed<\/span> by post hoc comparisons using the Bonferroni-Dunn corrections.<\/small><\/p>\n<p>Analysis: In this study, different tests were performed &#8212; each test gets its own subheading and descriptions. Note that &#8220;materials&#8221; are included along with process. You&#8217;ll also see the statistical tests are named.<\/p>\n<p>Example (Quantitative) ||\u00a0<a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200\" target=\"_blank\" rel=\"noopener\">A Psychological Exploration of Engagement in Geek Culture<\/a><\/p>\n<p style=\"padding-left: 30px;\"><small>Procedure. (<em>Study 1<\/em>)<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>Samples A (N = 350) and B (N = 317) <span style=\"color: #ff6600;\">completed<\/span> the study online. For Sample A, the Amazon MTurk posting <span style=\"color: #0000ff;\">was worded<\/span> to attract people who are engaged in geek culture and to discourage people without interests in geek culture activities from participating (exact wording for all studies is posted online at https:\/\/osf.io\/u25x9\/). For Sample 2, The MTurk posting <span style=\"color: #0000ff;\">was worded<\/span> as generically as possible so as to recruit participants with a variety of geek engagement levels. Participants <span style=\"color: #ff6600;\">indicated<\/span> their consent by clicking \u201cI consent\u201d on a consent script and <span style=\"color: #ff6600;\">completed<\/span> the measures via an online survey hosting website before being compensated via MTurk. Thirty participants <span style=\"color: #0000ff;\">were found<\/span> to have already participated in Sample A and <span style=\"color: #0000ff;\">were removed<\/span> from Sample B.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>Procedure. (<em>Study 2<\/em>)<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>Participants (N = 202) <span style=\"color: #0000ff;\">were approached<\/span> in downtown Atlanta, GA during the Dragon*Con geek convention. The researchers <span style=\"color: #ff6600;\">targeted<\/span> persons wearing badges indicating they were attendees of the convention. Participants <span style=\"color: #0000ff;\">were informed<\/span> as to the purpose of the study, <span style=\"color: #ff6600;\">gave<\/span> consent by signing a consent form, and <span style=\"color: #ff6600;\">completed<\/span> two pages of brief surveys. Then, with the participants\u2019 consent, their picture <span style=\"color: #0000ff;\">was taken<\/span> using a digital camera. Participants <span style=\"color: #0000ff;\">were given<\/span> no specific instructions as to how to pose or whether to smile. They <span style=\"color: #ff6600;\">received<\/span> no compensation for their participation.<\/small><\/p>\n<p>Analysis: Recall there were seven studies in this report (the labels above are not in the original). Each Procedure section lays out the process&#8217;s steps in chronological order. Note that actions are written in the past tense; descriptions may be written in the present, e.g. &#8220;who are engaged in geek culture&#8221;.<\/p>\n<p>Example (Qualitative) ||\u00a0<a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0113503\" target=\"_blank\" rel=\"noopener\">Socio-Psychological Factors Driving Adult Vaccination: A Qualitative Study<\/a><\/p>\n<p style=\"padding-left: 30px;\"><small>Procedure<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>Participants <span style=\"color: #0000ff;\">were interviewed<\/span> face-to-face in their homes or at a central interviewing facility for approximately 60 minutes. Each participant <span style=\"color: #ff6600;\">received<\/span> \u00a370 in return for their time. Half of the interviews <span style=\"color: #0000ff;\">were conducted<\/span> by an academic researcher (AW) from Imperial College and half by trained interviewer from Ipsos MORI. Two versions of the interview schedule <span style=\"color: #0000ff;\">were used<\/span>: one for vaccinated and one for non-vaccinated participants (see <a href=\"http:\/\/dx.doi.org\/10.1371\/journal.pone.0113503.t002\" target=\"_blank\" rel=\"noopener\">Table 2<\/a>).<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>The interview schedule <span style=\"color: #ff6600;\">comprised<\/span> six sections. Section1 <span style=\"color: #ff6600;\">obtained<\/span> an overview of participants&#8217; life and values, to build rapport with the interviewee and to identify important issues to assist with probing throughout the interview. Section 2 <span style=\"color: #ff6600;\">elicited<\/span> participants&#8217; general information-seeking behaviors and influences. Section 3 <span style=\"color: #ff6600;\">examined<\/span> participants&#8217; views toward health, HCPs and adult vaccines. Section 4 <span style=\"color: #ff6600;\">evaluated<\/span> individual participants&#8217; decision making \u2018journeys\u2019 to vaccination or non-vaccination. Section 5 <span style=\"color: #ff6600;\">examined<\/span> participants&#8217; attitudes toward pediatric influenza and tetanus vaccines. We <span style=\"color: #ff6600;\">aimed<\/span> to understand whether or not people&#8217;s views about adult vaccines correspond with their views about childhood vaccines. Finally, in section 6 we <span style=\"color: #ff6600;\">explored<\/span> participants&#8217; knowledge of the two diseases and vaccines (i.e. influenza and tetanus) to understand to what extent their decision-making is influenced by factual information.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>We <span style=\"color: #ff6600;\">explored<\/span> the set of circumstances and emotional factors that <span style=\"color: #ff6600;\">drove<\/span> participants to accept or refuse vaccination, aided by qualitative interviewing approaches aimed at obtaining information which explicit enquiry (i.e. a direct question) may fail to capture \u2013 as follows. First, throughout the interview we <span style=\"color: #ff6600;\">used<\/span> an elicitation technique called \u2018laddering\u2019, which provides a simple and systematic way of establishing people&#8217;s core values and beliefs, and the linkages between these and key behaviors, in this case, vaccination [31]. In section 3, general views on adult vaccines <span style=\"color: #0000ff;\">were evaluated<\/span> by asking participants to spontaneously arrange and rank, using a category of their choice, cards depicting five adult vaccines (influenza, tetanus, pneumonia, hepatitis and measles, mumps and rubella (MMR)) into one or more groups. In section 4, we <span style=\"color: #ff6600;\">employed<\/span> the \u201cJourney to vaccination\u201d approach [26], a visual exercise in which the interviewer and the participant jointly draw a timeline that captures salient events that lead the participant to get or not to get vaccinated. These results <span style=\"color: #0000ff;\">will be presented<\/span> elsewhere, as they require different analysis. Briefly, a journey to vaccination for influenza and other for tetanus <span style=\"color: #0000ff;\">is drawn<\/span> for each participant. Differences and commonalities emerging from these data <span style=\"color: #0000ff;\">are identified and synthesized,<\/span> and typical journeys <span style=\"color: #0000ff;\">proposed<\/span>.<\/small><\/p>\n<p>Analysis: This Procedure section includes details\u00a0about the interview questions as well as the process by which interviews were conducted (paragraph 1). The interview questions are listed in &#8220;Table 2&#8221; while the middle paragraph supplies the core mission of each question. The third paragraph explains other interviewing techniques used that supplemented the direct questions &#8212; this is particularly valuable for the reader because the varied elicitation strategies compliment the directed interview questions, enriching the data considerably. The paragraph is a mini-tutorial in advanced qualitative data gathering.<\/p>\n<p><span style=\"color: #993366;\"><strong>Style Note<\/strong><\/span>: Stop worrying about passive vs active voice. Passive does not signal evil intent. . For a brief explanation, see below. If you&#8217;re feeling really curious, head the the Stylistics page.<\/p>\n<p>Grammatically speaking, sentences in English must include nouns and verbs arranged so that nouns are (grammatical) subjects and objects while verbs convey the action of the sentence.\u00a0 Think of &#8220;grammar&#8221; as a layer of structure that joins the nearly infinite number meanings you carry around in your brain with rules &amp; patterns to manage mutual comprehension;\u00a0 in other words, grammar forces us to make choices about how we say (or write) something so that someone else understands us. While the meanings in your head are infinite, grammar is mostly certainly not. Grammar makes us choose how to divvy up the things we see, experience, feel, and think into categories, and in English, the big three are S, V, and O &#8212; Subject, Verb, Object &#8212; often called the &#8220;parts of speech&#8221;. \u00a0Each part of speech has 3 roles to play simultaneously.<\/p>\n<ul>\n<li>Role 1 &#8212; English mandates word order, making it a Subject &#8211; Verb &#8211; Object (SVO) language. A sentence must have the correct SVO relationships to be considered grammatical. Word order has the greatest impact on mutual comprehensibility.<\/li>\n<li>Role 2 &#8212; Semantically speaking, the nouns in the sentence (S &amp; O) are either &#8220;doing&#8221; or &#8220;receiving&#8221;\u00a0 the activity expressed in the verb. This is easy to see in simple sentences such as &#8220;The dog chased the cat&#8221; &#8212; the dog is doing the chasing (is the agent or actor), and the cat is receiving the activity (the receptor or undergoer; truth be told, English has no antonym of &#8220;agent&#8221; which is not also derogatory, so there is no good semantic term for the thing on the receiving end of an activity. I&#8217;ll use &#8220;receptor&#8221; because it has fewer syllables and is fairly neutral).<\/li>\n<li>Role 3 &#8212; Grammar must provide a way to change the <em><strong>grammatical<\/strong><\/em> &#8220;topic&#8221; &#8212; which is literally who or what the sentence is about. Grammatically, we call this &#8220;voice&#8221;. Sometimes we want to make the agent the star of the sentence, and that&#8217;s what plain S-V-O in the active voice. But\u00a0 nouns can be switched up so that objects can play the starring role: &#8220;The cat was chased by the dog&#8221;. This is\u00a0 the so-called &#8220;passive voice&#8221;. The passive is a grammatical transformation that moves the noun on the receiving end of an action to the subject position so that the speaker\/writer can make the sentence about that noun. Contrary to popular belief, the motivation for using the passive is NOT to hide who is doing the action (though passive can be employed for this reason). Passive changes discourse topics and hence discourse is changed by they passive option.<\/li>\n<\/ul>\n<ul>\n<li>Page 2 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/2\/\">Introduction<\/a><\/li>\n<li>Page 3 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/3\/\">Methods<\/a><\/li>\n<li>Page 4 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/4\/\">Results<\/a><\/li>\n<li>Page 5 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/5\/\">Discussion<\/a><\/li>\n<li>Page 6 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/assignment\/action-plans-and-outlines\/\">Action Plan and Outlines<\/a><\/li>\n<\/ul>\n<p><!--nextpage--><\/p>\n<h2>Writing Results<\/h2>\n<blockquote><p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-888\" src=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-150x150.jpg\" alt=\"Sonia_Delaunay,_1914,_Prismes_\u00e9lectriques,_oil_on_canvas,_250_x_250_cm,_Mus\u00e9e_National_d'Art_Moderne\" width=\"74\" height=\"74\" srcset=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-150x150.jpg 150w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne-300x300.jpg 300w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/Sonia_Delaunay_1914_Prismes_\u00e9lectriques_oil_on_canvas_250_x_250_cm_Mus\u00e9e_National_dArt_Moderne.jpg 620w\" sizes=\"auto, (max-width: 74px) 100vw, 74px\" \/>Think of the story you want to tell. Choose and present only those results that are relevant to your hypothesis. A morass of experimental results unilluminated by a hypothesis and unembellished by a discussion is insulting and confusing to your reader. <small>from &#8220;How to Write a Thesis&#8221;<\/small><\/p><\/blockquote>\n<p>Results are the ultimate objective of scientific research: here you summarize the data collected and the statistical treatment of them. Therefore, this section consists of the observations and measurements recorded while conducting the procedures described in the methods section. These components must address the questions raised in the introduction and any hypotheses formulated there.\u00a0However, you do <strong>not<\/strong> get to provide interpretation here. In fact, the rule is <em>results only <\/em>(the \u201cfun\u201d part of interpreting\u00a0Results gets written in the Discussion section). Even so, writing a Results section logically presupposes raw data has been generated, analyzed, and transformed for consumption by a reader. The analysis itself is mostly performed privately; except for the procedures and statistical tests explained in the Methods, the hard work of processing results gets little representation in the Results section. This can be emotionally tough to handle when 6 months of your life gets distilled into a single bar graph on one-quarter of a page, even when the result is hugely\u00a0positive. Existential angst is the silent partner\u00a0in every Results section.<\/p>\n<p>Results are often presented in numerical form and indeed are more reader-friendly if presented graphically in tables and graphs than in written text. The writer must aim for ACCURACY, INCLUSIVENESS, and SYSTEMATICITY, as these results are the primary and permanent source of scientific knowledge.\u00a0This does not mean there is no creativity allowed in the Results section. In fact, the wise writer uses graphs and figures to highlight the most important or interesting information. Otherwise, arrange the results from most to least relevant or strong. You will also want to point out results that didn\u2019t amount to much of anything, although this is unsatisfying. The only results that are often not reported are those with no pattern at all; that is, results that are uninterpretable.<\/p>\n<p>The Results section may also be divided according to subheadings, especially if there were very strong trends or if there were multiple phases of the project. The section itself uses the subheading &#8220;Results&#8221;. Grammatically, results are reported using the present tense, e.g. &#8220;The results show that 79% of men find the advertisements in Sports Illustrated more useful than the advertisements in GQ&#8221;. Also note that the Results section reads more like a well-organized list than a story.<\/p>\n<p>Organization should &#8220;match&#8221; that of the Methods section.\u00a0 If the Methods section was a single, straightforward test, then the Results can follow the classic order: arrange from most to least relevant to answering the RQ.\u00a0 If your Methods section was structured, consider structuring the Results section similarly.\u00a0 Feel free to use subheadings in the Results section.\u00a0 Often, this can make it easier for the reader to follow. Sentence-wise, Results are a two-tailed beast: a general statement of the result and the stats that prove it, e.g., &#8220;X was positively correlated with Y, <em>p\u00a0<\/em>&lt;. 01&#8243;.<\/p>\n<p>What to include:<\/p>\n<ul>\n<li>positive and negative results that answer the research question (most important)<\/li>\n<li>data you can use to outline important trends<\/li>\n<li>results that you intend to address in the discussion section<\/li>\n<li>results of statistical analyses, often in conjunction with measurements analyzed<\/li>\n<li>results related to those obtained by other researchers, especially if they disconfirm other results, or are controversial<\/li>\n<li>results which didn&#8217;t achieve\u00a0statistical significance AND are discussion-worthy<\/li>\n<\/ul>\n<p>Example (Quantitative) ||\u00a0<a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200\" target=\"_blank\" rel=\"noopener\">A Psychological Exploration of Engagement in Geek Culture<\/a><\/p>\n<p style=\"padding-left: 30px;\"><small><strong>Results<\/strong><\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>Narcissism.<\/small><\/p>\n<p style=\"padding-left: 30px;\"><small>As with the previous studies, narcissism was again <span style=\"color: #ff6600;\">correlated positively<\/span> with geek engagement, r(347) = .30, 95% CI [.19,.41]. In addition, narcissism was <span style=\"color: #ff6600;\">marginally positively related<\/span> to media awareness, r(347) = .11, 95% CI [.00,.22], <span style=\"color: #ff6600;\">positively related<\/span> to political trust, r(347) = .20, 95% CI [.09,.31], and engagement in civic organizations, r(347) = .13, 95% CI [.02,.24], but <span style=\"color: #ff6600;\">negatively correlated<\/span> with political behavior, r(347) = -.16, 95% CI [-.27,-.05] and civic knowledge, r(347) = -.16, 95% CI [-.27, -.05]. Narcissism <span style=\"color: #0000ff;\">was unrelated to<\/span> future orientation, r(347) = -.08, 95% CI [-.19, .03].<\/small><\/p>\n<p>Analysis: Positive and negative results are colored <span style=\"color: #ff6600;\">orange<\/span>. Note that measures of statistical significance are shown after each item, set off by commas (like a subordinate clause or appositive). An item that was tested but failed to achieve statistical significance is shown in blue.<\/p>\n<p>Note: Not all results which turn out non-significant will make it into the results section.\u00a0Occasionally, a test churns out such nonsensical data that nothing can be said about it. In these cases, the researchers may choose not to include the test and results at all, even though the work was done. While this contributes to <a href=\"http:\/\/www.nature.com\/news\/social-sciences-suffer-from-severe-publication-bias-1.15787\" target=\"_blank\" rel=\"noopener\">publication bias<\/a>, it&#8217;s also quite difficult to write anything about results with no pattern. This is NOT the same thing as failing to report that a tested item did not achieve statistical significance. If your method should have had either a positive or negative result, but neither happened, that IS the result; the chance of publication is low, but the information is still valuable, and you should write it up. For undergraduate and much graduate work, such &#8220;non results&#8221; indicate important places where the field is failing to ask the correct questions or using the wrong methods to explore.<\/p>\n<p>Example (Qualitative) ||\u00a0<a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0113503\" target=\"_blank\" rel=\"noopener\">Socio-Psychological Factors Driving Adult Vaccination: A Qualitative Study<\/a><\/p>\n<p style=\"padding-left: 30px;\"><small><strong>Drivers and barriers to vaccination: Findings of the thematic analysis<\/strong><\/small><\/p>\n<p style=\"padding-left: 30px;\"><small><span style=\"color: #ff6600;\">Thematic saturation was reached at 14 interviews<\/span> (i.e. no new themes appeared in the last 6 interviews that were carried out). Five overarching themes emerged from the analysis: 1) perceived health and health behaviors; 2) knowledge; 3) vaccination influences; 4) disease appraisal; and 5) vaccination appraisal. These are reported in detail below. Illustrative quotes are provided in Tables 4 and 5.<\/small><\/p>\n<figure id=\"attachment_947\" aria-describedby=\"caption-attachment-947\" style=\"width: 896px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-947 size-full\" src=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/qual_results_excerpt1.jpg\" alt=\"qual_results_excerpt1\" width=\"896\" height=\"135\" srcset=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/qual_results_excerpt1.jpg 896w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/qual_results_excerpt1-300x45.jpg 300w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/qual_results_excerpt1-768x116.jpg 768w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><figcaption id=\"caption-attachment-947\" class=\"wp-caption-text\">excerpt Table 4<\/figcaption><\/figure>\n<figure id=\"attachment_948\" aria-describedby=\"caption-attachment-948\" style=\"width: 1023px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-948 size-full\" src=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/qual_results_excerpt2.jpg\" alt=\"qual_results_excerpt2\" width=\"1023\" height=\"155\" srcset=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/qual_results_excerpt2.jpg 1023w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/qual_results_excerpt2-300x45.jpg 300w, https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-content\/uploads\/sites\/199\/qual_results_excerpt2-768x116.jpg 768w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><figcaption id=\"caption-attachment-948\" class=\"wp-caption-text\">excerpt Table 5<\/figcaption><\/figure>\n<p>Analysis: Qualitative research also entails two part communication: the result and examples of the raw data illustrating the thematic category. Here, the authors first explain at which point new thematic categories stopped emerging (in orange; important because an over-abundance of themes indicates a lack of patterns &#8212; essentially, the qualitative version\u00a0of uninterpretable data). \u00a0The themes are listed, and the tables provide supporting data for the theme from the interviews.<\/p>\n<h5>Using Figures<\/h5>\n<p>Results sections can be the most frustrating for novices to read and most interesting to experts. Consider both of these audiences when constructing the results. Clear, even redundant, labeling of figures can be useful. Figure legends should stand on their own, but restricted only to the figure. The text should reference specific figures as they come up, but should not merely refer readers to a table or figure for the information; some contentful statement must be included with the reference to the figure. Balancing the needs of both expert and non-expert readers will increase the impact of your research.<\/p>\n<p>Figure Examples from<\/p>\n<ul>\n<li>Page 2 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/2\/\">Introduction<\/a><\/li>\n<li>Page 3 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/3\/\">Methods<\/a><\/li>\n<li>Page 4 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/4\/\">Results<\/a><\/li>\n<li>Page 5 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/5\/\">Discussion<\/a><\/li>\n<li>Page 6 &#8212;<a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/assignment\/action-plans-and-outlines\/\"> Action Plan and Outlines<\/a><\/li>\n<\/ul>\n<p><!--nextpage--><\/p>\n<h2>Writing Discussions<\/h2>\n<p>The discussion section is a framing section, like the Introduction, which returns to the\u00a0problem statement\u00a0set up in the Introduction. Reread your introduction carefully before writing the discussion; you will discuss how the research question has been answered by the new data and then show how the field&#8217;s knowledge has been changed by the addition of this information. While the introduction starts generally and narrows down to the specific hypothesis, the discussion starts with the interpretation of the results, then moves outwards to contextualize these findings in the general field.<\/p>\n<p>The Discussion section is sort of an odd beast because it is here where you speculate, but must avoid rambling, guessing, or making logical leaps beyond what is reasonably supported for your data.\u00a0 The solution that has evolved over time is to set up the Discussion section as a &#8220;dialogue&#8221; between Results\u00a0 &#8212; your data in conversation with other people&#8217;s data. In other words, for every experimental result you want to talk about, you find results\/models\/conclusions from other publications bearing the relationship to your result that you want the reader to understand.<\/p>\n<ul>\n<li>Claim &#8212; add new information to what is already known &#8212; &#8220;we are the first to show&#8221;\n<ul>\n<li>no citations because this is the first time this data has been reported<\/li>\n<\/ul>\n<\/li>\n<li>Corroborate &#8212; support what is already known &#8212; &#8220;similar to \/same as X&#8221;<\/li>\n<li>Clarify &#8212; extend or refine what is already known &#8212; &#8220;because X, also Y&#8221; or &#8220;because X, not Y&#8221;<\/li>\n<li>Conflict &#8212; counter or contradict what is already \u00a0known &#8212; &#8220;contrary to&#8221;<\/li>\n<\/ul>\n<p>This is how the new data you&#8217;ve generated is &#8220;situated&#8221; in the field &#8212; by your careful placement of what is new against that which is already known.\u00a0 Results can take the form of data, hypotheses, models, definitions, formulas, etc.\u00a0 (I imagine the Results section like a dance with swords &#8212; sometimes you are engaging your partner with the pointy end and sometimes you are gliding alongside them).<\/p>\n<h3>Steps to Crafting a Discussion Section<\/h3>\n<ol>\n<li>Briefly restate RQ and main result\/s.<\/li>\n<li>Situate current research findings through &#8220;dialogue&#8221; model &#8212; speculate on outcome.<\/li>\n<li>Discuss relevant limitations.<\/li>\n<li>Provide suggestions for future research or application.<\/li>\n<\/ol>\n<p><strong>Style Note<\/strong>: Overall, Discussion sections don&#8217;t differ according to method. In other words, Discussions in quantitative research and qualitative research are quite similar.<\/p>\n<h5>Example Step 1: Quantitative<\/h5>\n<p style=\"padding-left: 30px;\"><span style=\"color: #800080;\"><small>As recently as the 1980\u2019s, comic book heroes, high fantasy, and science fiction\u2014media interests typically associated with geeks\u2014were considered strange, unpopular, and in many cases taboo. In 2014, these same markers of geek culture are box office smashes, multi-billion dollar industries, and a wide-reaching counterculture with its own brands, fashion trends, and celebrities.<\/small><\/span><\/p>\n<p style=\"padding-left: 30px;\"><small><span style=\"color: #0000ff;\">We sought to better understand the phenomenon of geek culture primarily at the individual level\u2014that is, to understand <strong>why a given individual would choose to engage in geek culture<\/strong><\/span>. <span style=\"color: #ff6600;\">We <strong>developed<\/strong> and <strong>validated<\/strong> two scales to measure two major components of geek culture: engagement and identity.<\/span> <span style=\"color: #ff6600;\">We also <strong>proposed<\/strong> and <strong>found<\/strong> mixed evidence for each of three models of geek cultural engagement.<\/span> We review these findings below.<\/small><\/p>\n<p>Analysis: The <span style=\"color: #0000ff;\">blue<\/span> text restates the research questions while the <span style=\"color: #ff6600;\">orange<\/span> provides a sentence summary of the major outcomes.\u00a0The <span style=\"color: #800080;\">purple paragraph<\/span> briefly reviews the topic and significance of the topic &#8212; while not a required step, it makes sense in this report because the study included 7 tests, each with its own subgoals. That&#8217;s a lot of information between the Introduction and Discussion. In addition, each test has its own Results and mini-Discussion section; thus, the final Discussion section of this report synthesizes the findings of all of the studies.<\/p>\n<h5>Example Step 1: Qualitative<\/h5>\n<pre style=\"padding-left: 40px;\"><span style=\"color: #993366;\"><span style=\"color: #0000ff;\">This study investigated the socio-psychological factors influencing adult vaccination uptake in the UK.<\/span> <span style=\"color: #ff6600;\">Our results suggest that the public have no general concept of adult immunization, as they have for childhood immunization. Instead, their beliefs and attitudes are vaccine-specific and in some cases age-specific<\/span><\/span><span style=\"color: #ff6600;\">. Participants classified influenza and tetanus, and to a lesser extent pneumonia, as severe diseases. Consistent with their disease appraisal, participants felt that the influenza, tetanus and pneumococcal vaccines were important. Understandably, few participants had heard of the hepatitis vaccines or knew about hepatitis, as both hepatitis A and B are uncommon in the UK. Participants generally associated influenza and pneumonia vaccines with older age, tetanus with adolescence and MMR with childhood.<\/span><\/pre>\n<p>The <span style=\"color: #0000ff;\">blue text<\/span> restates the research questions while the <span style=\"color: #ff6600;\">orange<\/span> provides a summary of the major outcomes.<\/p>\n<p>As the Style Note above pointed out, overall, there isn&#8217;t much difference between quantitative and qualitative.<\/p>\n<h5>Examples of Relationships<\/h5>\n<p><span style=\"text-decoration: underline;\">Claim &#8212; &#8220;first to show&#8221;<\/span><\/p>\n<pre><span style=\"color: #800080;\">The GCES <strong>is the first measure of its kind<\/strong> to focus specifically on the geek subculture.<\/span> The GCES shows excellent reliability and construct validity. It adequately distinguishes self-identified populations (e.g., Dragon*Con attendees) and correlates positively with actual behavior (Study 3). It captures nuances of geek engagement that are not apparent to na\u00efve observers (Study 2). Despite several of its factors having only two items, it presents a stable factor structure, with the majority of its subscales showing appropriate reliability. The possible exceptions are the Puppetry\/Robotics and Roleplaying subscales\u2014despite their face validity, these subscales contain only two items and show relatively low correlations. However, these subscale scores remain correlated to the other subscales and to geek engagement as a whole, and inclusion of their items in the full scale score does little to harm the overall reliability of this measure.<\/pre>\n<p><span style=\"text-decoration: underline;\">Corroborate &#8212; &#8220;similar to\/supports&#8221;<\/span><\/p>\n<pre>The results of Study 5 appear to support the belongingness hypothesis. Geeks appear to form the strongest ties with those sharing similar specific geek interests, but also are more likely to form strong ties with other geeks who have similar interests. Although these results should be interpreted with caution due to noncompliance issues (i.e., the majority of participants not listing the requested number of alters), <span style=\"color: #993366;\">this general geek homophily <strong>is consistent with past research<\/strong> conceptualizing geek culture as using geek interests as social currency [<a class=\"ref-tip\" style=\"color: #993366;\" href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200#pone.0142200.ref008\">8<\/a>].<\/span> Future research should examine whether this homophily results from shared norms, beliefs, and values between the different fandoms in geek culture.<\/pre>\n<p><span style=\"text-decoration: underline;\">Clarify &#8212; &#8220;this, and also that&#8221; or &#8220;this, but maybe not that&#8221;<\/span><\/p>\n<pre><span style=\"color: #993366;\"><strong>Our predictions were only partially supported<\/strong> with regards to the openness, creativity, and need for stimulation correlated with geek engagement. Of the variables tested, geek engagement appears to be predicted primarily through creativity and its correlates.<\/span> Neither need for cognition nor sensation seeking appear to play a role. In addition, the negative relationship with crystallized intelligence conflicts with the common belief that geeks are more intelligent than non-geeks. This may partially be a result of using a brief self-report scale of intelligence. Although the Shipley Institute of Living Scale [<a class=\"ref-tip\" href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200#pone.0142200.ref075\">75<\/a>] is a well-established brief measure of intelligence, a more in-depth IQ battery such as the WAIS-IV [<a class=\"ref-tip\" href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200#pone.0142200.ref078\">78<\/a>] may be needed to detect more nuanced relationships between geek engagement and intelligence. Although surprising, geek engagement\u2019s negative relationship with intelligence coupled with its positive relationships to dissociative and schizotypal symptoms are consistent with DeYoung\u2019s [<a class=\"ref-tip\" href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200#pone.0142200.ref079\">79<\/a>] conception of openness to experience as a paradoxical simplex in which intelligence and apophenia (a trait similar to schizotypy) are both related to openness but also different from each other. These results suggest that those who are high in geek engagement are on the apophenia (rather than intelligence) region of the simplex. This could explain the common belief that geeks are more intelligent because their openness resembles that of individuals high in the intellect region of the circumplex. However, their tendency toward apothenia may determine why some individuals high in openness gravitate toward geek activities while others do not.<\/pre>\n<p><span style=\"text-decoration: underline;\">Conflict &#8212; &#8220;because of this, not that&#8221;<\/span><\/p>\n<pre>Studies 1, 4, and 5 addressed the belongingness hypothesis, which predicts that individuals will engage in geek culture to fulfill belongingness needs. <span style=\"color: #800080;\">Belongingness has long been considered a basic need [23] and Self-Determination Theory [24] posits that much of human motivation is driven by basic needs related to belongingness (e.g., relatedness). <strong>Study 1 provided little support for this hypothesis<\/strong>, as the relationships subscale of the BPN scale showed no relationship to geek engagement.<\/span> This implies that those high in geek engagement are neither more nor less likely to have fulfilled their belongingness needs than those who are low in geek engagement.<\/pre>\n<h5>Point out relevant limitations<\/h5>\n<p>All studies have limitations, aspects of the research that could not be controlled for. Some, such as self-report, are so well known in psychology that they are mentioned briefly or only with respect to a specific result. Sometimes, broader limitations impact the whole study and the responsible researcher must point these out or risk losing credibility. Broader impacts still tend to be in their own labeled section of the paper in psychology (and the social and behavioral sciences overall).<\/p>\n<p>Given this, hyper-focus on limitations also damages credibility. You simply don&#8217;t need paragraph long confessions of every variable outside your control. No one has unlimited time or infinite resources. Instead, pay tribute to limitations that most likely impacted methodology or results. For example, students often have more limited demographic diversity in their participant pool because they have access to fewer people or material resources. Acknowledge this, and when appropriate, consider shifting the focus of a report to the demographic. For example, if your survey reached 37 people, 32 of whom identified as female, then shift the research question to account for this by making the research about females or split the analysis into the 32 females and 5 males.<\/p>\n<p>Finally, limitations can lead to suggestions for future research! Research prose in the last 20 years or so has evolved to be more cohesive, to have a bit more &#8220;flow&#8221;. Thus, limitations are frequently pitched as opportunities for more work.<\/p>\n<p>Examples<\/p>\n<p>The Geek Culture article includes limitations in 2 ways: in the Discussion of specific findings and in a section following the Discussion called &#8220;Limitations and Future Directions&#8221;. The Vaccine in Adults study provides limitations in a sub-section of the Discussion called &#8220;Limitations&#8221;.<\/p>\n<pre><strong>The Geek Culture Engagement Scale (GCES) and the Geek Identity Scale (GIS)<\/strong>\n\nThe GCES is the first measure of its kind to focus specifically on the geek subculture. The GCES shows excellent reliability and construct validity. It adequately distinguishes self-identified populations (e.g., Dragon*Con attendees) and correlates positively with actual behavior (Study 3). It captures nuances of geek engagement that are not apparent to na\u00efve observers (Study 2)....\n\n<strong><span style=\"color: #800080;\">There are important limitations to the interpretations that can be drawn from the GCES.<\/span> <span style=\"color: #800080;\">First<\/span>,<\/strong> because we used major geek conventions to generate the list of activities for the scale, this scale may fail to capture more marginalized geek activities that are not represented at a large convention. <strong><span style=\"color: #800080;\">Second,<\/span><\/strong> because we conceptualized geek culture engagement as involvement in multiple geek activities, this scale may not capture geek \u201cspecialists,\u201d or persons engaging intensely in only one geek activity (e.g., an avid Trekkie who only devotes his time to\u00a0<em>Star Trek<\/em>). Although specialists were relatively rare in our samples, they did appear to differ from other geeks in terms of Big Five personality variables\u2014especially agreeableness, where specialists reported relatively low levels. <span style=\"color: #800080;\">Thus, the GCES speaks best to generalist geeks, and caution should be used when specifically studying specialist geeks.<\/span> However, homophily between geeks with specific interests (Study 5) only emerged when controlling for intercorrelation between subscales, and the Geek Identity Scale (GIS) correlates positively with the full scale GCES, implying that identification as a geek intensifies as one is engaged in more and more geek activities. Although geek specialists may exist, these persons may identify less with geek culture per se, and identify more strongly with their chosen fandom, as evidenced by their lower overall score on geek identity.<\/pre>\n<pre><strong>Limitations and Future Directions<\/strong>\n\nIn this paper we have only begun to explore the reasons people engage in geek culture. As we state up front, this is a beginning rather than the last word on the topic. <strong><span style=\"color: #800080;\">We have relied heavily (although not exclusively) on correlational, self-report data to examine the plausibility of the theories posed above.<\/span> <span style=\"color: #008000;\">Experimental, developmental or experience sampling methods would be ideal to more definitively test each of the hypotheses proposed in this paper<\/span><\/strong>. <strong><span style=\"color: #800080;\">We have foregone more complex mediational analyses<\/span> <span style=\"color: #008000;\">that will eventually be required to provide a definitive test of the mechanisms we have proposed here<\/span><\/strong>. <strong><span style=\"color: #800080;\">We also have not conducted research using other enthusiasts as a comparison group;<\/span> <span style=\"color: #008000;\">research comparing geeks to other groups containing like-minded individuals (e.g., football fans) will be needed to determine whether these relationships are exclusive to geeks.<\/span><\/strong> <strong><span style=\"color: #800080;\">Finally, we have focused on these hypotheses at an individual level.<\/span> <span style=\"color: #008000;\">Cultural level work exploring major cultural events and demographic information is needed to examine these hypotheses, as geek engagement is a cultural trend as well as an individual behavior.<\/span><\/strong>\n\n<strong><span style=\"color: #800080;\">In addition, there is a strong reliance on MTurk as the source for most of the samples used<\/span><\/strong> (with the exception of our sample from Dragon*Con). <strong><span style=\"color: #008000;\">Although there is little reason to expect MTurkers to differ appreciably from the wider population [<a class=\"ref-tip\" style=\"color: #008000;\" href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200#pone.0142200.ref042\">42<\/a>,<a class=\"ref-tip\" style=\"color: #008000;\" href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200#pone.0142200.ref043\">43<\/a>], use of a wider range of samples in future work would be useful.<\/span><\/strong>\n\n<span style=\"color: #008000;\">Finally, even within geek engagement, more work needs to be done to discern what makes these media interests part of geek culture. For example, what role does escapism play in geek culture? Is escapism the common factor that attracts geeks to a new franchise? Does the appeal lie in some element of \u201cmagic\u201d or controlling the uncontrollable? Do the media need to include some sort of \u201cspecial\u201d individual who has extraordinary powers or has been chosen for some quest? Additionally, geeks are theorized to share social norms, values, and customs in addition to common interests [<a class=\"ref-tip\" style=\"color: #008000;\" href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200#pone.0142200.ref006\">6<\/a>\u2013<a class=\"ref-tip\" style=\"color: #008000;\" href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0142200#pone.0142200.ref008\">8<\/a>]. Work using techniques from cultural psychology or sociology may help to illuminate these elements of geek culture.<\/span><\/pre>\n<p>Analysis: Limitations <span style=\"color: #800080;\">are indicated in purple<\/span> and suggestions for <span style=\"color: #008000;\">future research in green<\/span>. In the second excerpt, bolded<strong><span style=\"color: #800080;\"> purple<\/span><\/strong> \/ <strong><span style=\"color: #008000;\">green<\/span><\/strong> pairs indicate limitation statements which lead directly to suggestions for improved research.<\/p>\n<h5>Suggest future research or subsequent action<\/h5>\n<p>Thus far, the Discussion section has interpreted study outcomes with respect to the field. After all of this work, the reader wants to know &#8220;What should happen next?&#8221; Provide the answer in one of two forms: suggestions for future research or suggestions for specific actions.<\/p>\n<p>All research reports should include suggestions for subsequent research. Future research has to be connected to the study, so emerges from the Discussion relationships, especially Claim, Clarify, and Conflict. Not every outcome merits future research, but when it does, the current pattern is to include the suggestion immediately after the outcome has been discussed.<\/p>\n<pre>A striking and novel psychological finding of this study is that previous experiences related to injections, particularly during childhood, had both a positive and a negative influence on vaccination uptake. One-third of influenza non-vaccinators reported having had a traumatic experience with vaccines, injections or medication in the past, which they stated had influenced their decision to not vaccinate against influenza. This resonates with previous research which showed that painful neonatal experiences such as circumcision or Heel Stick Capillary Blood sampling in neonates can magnify the experience of pain later in life\u00a0<a class=\"ref-tip\" href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0113503#pone.0113503-Chamberlain1\">[43]<\/a>,\u00a0<a class=\"ref-tip\" href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0113503#pone.0113503-Taddio1\">[44]<\/a>. Similarly, some tetanus vaccinators recalled that the memory of their mother's warnings about the danger of contracting tetanus in childhood had influenced their decision to have a tetanus booster. <span style=\"color: #993366;\">These findings suggest that pain (caused by needles) and fear (of contracting a severe disease) during childhood could become both a potent vaccination deterrent or enabler. <strong>More research in this area is needed.<\/strong><\/span><\/pre>\n<ul>\n<li>Page 2 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/2\/\">Introduction<\/a><\/li>\n<li>Page 3 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/3\/\">Methods<\/a><\/li>\n<li>Page 4 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/4\/\">Results<\/a><\/li>\n<li>Page 5 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/5\/\">Discussion<\/a><\/li>\n<li>Page 6 &#8212; <a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/assignment\/action-plans-and-outlines\/\">Action Plan and Outlines<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>What is it that researchers do? They ask and answer questions. This process entails two logical correlates:\u00a01) a question must be asked in a way that can be measured; 2) a method must be devised that answers the question as asked. Writing like a psych researcher begins with asking questions the way a psychologist would. [&hellip;]<\/p>\n<p class=\"link-more\"><a href=\"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/discipline\/writing-psych-research-reports\/\" class=\"more-link\">Read more<span class=\"screen-reader-text\"> \"Writing Psych Research Reports\"<\/span><\/a><\/p>","protected":false},"author":77,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[28],"tags":[],"class_list":["post-910","post","type-post","status-publish","format-standard","hentry","category-discipline"],"acf":[],"publishpress_future_action":{"enabled":false,"date":"2026-06-13 01:08:25","action":"change-status","newStatus":"draft","terms":[],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-json\/wp\/v2\/posts\/910","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-json\/wp\/v2\/users\/77"}],"replies":[{"embeddable":true,"href":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-json\/wp\/v2\/comments?post=910"}],"version-history":[{"count":19,"href":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-json\/wp\/v2\/posts\/910\/revisions"}],"predecessor-version":[{"id":1186,"href":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-json\/wp\/v2\/posts\/910\/revisions\/1186"}],"wp:attachment":[{"href":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-json\/wp\/v2\/media?parent=910"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-json\/wp\/v2\/categories?post=910"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portal.clas.ufl.edu\/writing--wdkb-v1\/wp-json\/wp\/v2\/tags?post=910"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}