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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2022.842345</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Students&#x2019; Perceptions of University Corruption in a Spanish Public University: A Path Analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Juli&#x00E1;n</surname> <given-names>Mart&#x00ED;n</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1465848/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Bonavia</surname> <given-names>Tomas</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/753441/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Psychology, Universidad Europea de Valencia</institution>, <addr-line>Valencia</addr-line>, <country>Spain</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Social Psychology, Universitat de Val&#x00E8;ncia</institution>, <addr-line>Valencia</addr-line>, <country>Spain</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Mar&#x00ED;a Urcia, University of the Pacific (Peru), Peru</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Elvira Leontyeva, Pacific National University, Russia; Philip Shaw, Fordham University, United States; Edgar Alva, University of the Pacific (Peru), Peru</p></fn>
<corresp id="c001">&#x002A;Correspondence: Mart&#x00ED;n Juli&#x00E1;n, <email>robertomartin.julian@universidadeuropea.es</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Educational Psychology, a section of the journal Frontiers in Psychology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>842345</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Juli&#x00E1;n and Bonavia.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Juli&#x00E1;n and Bonavia</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Most research on corruption in educational settings has focused on a cross-national and macro-level analysis; however, to our knowledge, few papers have sought to explore individual perceptions that explain corruption in higher education. The present research aimed to disentangle students&#x2019; predictors of corrupt intention in a Spanish public university. A total of 933 undergraduate, postgraduate, and Ph.D. students filled out an online survey measuring four corruption scenarios: favoritism, bribery, fraud, and embezzlement. Path analysis (PA) revealed that justifiability, risk perception, and perceived prevalence of corruption were significant factors in predicting corrupt intention. Moreover, willingness to report a corrupt act was predicted by corrupt intention, justifiability, and risk perception. Corrupt behavior is a complex phenomenon explained not only by peers&#x2019; behavior, but also by their individual justifications and perception of risk. Education is not free of corruption, and universities must address this urgent problem in order to avoid future economic, societal, and ethical problems.</p>
</abstract>
<kwd-group>
<kwd>academic integrity</kwd>
<kwd>higher education</kwd>
<kwd>corruption</kwd>
<kwd>favoritism</kwd>
<kwd>bribery</kwd>
<kwd>fraud</kwd>
<kwd>embezzlement</kwd>
<kwd>path analysis</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="73"/>
<page-count count="10"/>
<word-count count="8185"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Academics, politicians, and students worldwide have expressed their concern about the prevalence of corruption in education (<xref ref-type="bibr" rid="B62">Sabic-El-Rayess, 2016</xref>; <xref ref-type="bibr" rid="B15">Denisova-Schmidt, 2020</xref>; <xref ref-type="bibr" rid="B63">Sabic-El-Rayess and Heyneman, 2021</xref>), due to its harmful consequences for most university members (<xref ref-type="bibr" rid="B6">Chapman and Lindner, 2016</xref>; <xref ref-type="bibr" rid="B45">Maloshonok and Shmeleva, 2019</xref>; <xref ref-type="bibr" rid="B15">Denisova-Schmidt, 2020</xref>). In fact, previous research has highlighted the pervasiveness of corruption in the educational sector, from primary school to university, throughout the world (<xref ref-type="bibr" rid="B26">Heyneman, 2013</xref>; <xref ref-type="bibr" rid="B14">Denisova-Schmidt, 2017</xref>). Corrupt practices in universities are especially damaging because they produce a corrupt educational system that cannot afford to provide good services for students (<xref ref-type="bibr" rid="B63">Sabic-El-Rayess and Heyneman, 2021</xref>) and they also contribute to the rise of malpractices in their workplace when entering in the future job market (<xref ref-type="bibr" rid="B54">Ochulor, 2011</xref>).</p>
<p>Most of the research has analyzed corrupt behaviors from a cross-national perspective (<xref ref-type="bibr" rid="B6">Chapman and Lindner, 2016</xref>). To our knowledge, only a few papers have shown the relationship among students&#x2019; individual predictors when engaging in a corrupt behavior (<xref ref-type="bibr" rid="B32">Julian and Bonavia, 2020a</xref>,<xref ref-type="bibr" rid="B33">b</xref>). For example, a survey with 1,588 students showed that perceiving corruption as rampant among peers was associated with a rise in the willingness to offer a bribe (<xref ref-type="bibr" rid="B67">Shaw et al., 2015</xref>). Other authors (<xref ref-type="bibr" rid="B5">&#x010C;&#x00E1;belkov&#x00E1; and Hanousek, 2004</xref>) reached the same conclusion. Similarly, great tolerance toward fraud has been found in the educational sector (<xref ref-type="bibr" rid="B22">Gama et al., 2013</xref>). In a study conducted with 1,527 Portuguese university students, <xref ref-type="bibr" rid="B22">Gama et al. (2013)</xref> asked participants about their perceptions of corruption among their classmates, specifically for subtypes of fraud. Results pointed out that these kinds of behaviors were perceived as highly prevalent in this academic setting. In the same vein, in a study with 1,541 undergraduates, the willingness to get involved in a bribe was associated with perceiving corrupt behaviors as widely present (<xref ref-type="bibr" rid="B42">Liu and Peng, 2015</xref>).</p>
<p>However, it is crucial to understand that scientific literature on university corruption differs from academic integrity literature (<xref ref-type="bibr" rid="B44">Macfarlane et al., 2014</xref>). Academic integrity involves &#x201C;multiple forms of academic deviance, including but not limited to test cheating, plagiarism, and inappropriate collaboration&#x201D; (<xref ref-type="bibr" rid="B38">Kisamore et al., 2007</xref>, p. 382), whereas corruption is commonly understood in the academic literature as &#x201C;the abuse of entrusted power for private gain&#x201D; (<xref ref-type="bibr" rid="B69">Transparency International, 2009</xref>, p. 14). With regard to the actors involved in corrupt activities at the university, they can be students, administrators, private suppliers, and the teaching staff (<xref ref-type="bibr" rid="B25">Hallak and Poisson, 2007</xref>; <xref ref-type="bibr" rid="B14">Denisova-Schmidt, 2017</xref>, <xref ref-type="bibr" rid="B15">2020</xref>). University corruption ranges from paying a bribe to getting admitted into an academic program to assigning public positions through favoritism (<xref ref-type="bibr" rid="B25">Hallak and Poisson, 2007</xref>; <xref ref-type="bibr" rid="B14">Denisova-Schmidt, 2017</xref>, <xref ref-type="bibr" rid="B15">2020</xref>). Furthermore, it has been observed that corruption appears in different forms in the educational system: in its educational functions, in supplying goods and services, in the lack of correct conduct among professionals, and in its management of property and taxes. Accordingly, previous research (<xref ref-type="bibr" rid="B62">Sabic-El-Rayess, 2016</xref>) has stated that &#x201C;knowing more about typologies of educational corruption and quantifying the corruption or the perception of it is a salient and still evolving research area in education&#x201D; (p. 20). As early research (<xref ref-type="bibr" rid="B25">Hallak and Poisson, 2007</xref>, p. 57) states, favoritism is &#x201C;a mechanism of power abuse implying privatization and a highly biased distribution of state resources&#x201D;; bribery is &#x201C;a payment (in money or in kind) given or taken in a corrupt relationship&#x201D;; fraud is &#x201C;an economic crime that involves some kind of trickery, swindling, or deceit&#x201D;; and embezzlement is &#x201C;the theft of public resources by public officials.&#x201D; Given that fraud and bribery can be both financial and non-financial in nature (<xref ref-type="bibr" rid="B25">Hallak and Poisson, 2007</xref>), they will be perceived differently depending on their manifestation. The present study addresses a non-financial form of these corrupt behaviors because they are more likely to occur at the university level and they are highly extended, as it can be observed when obtaining admission to a degree program or manipulating students&#x2019; marks to obtain some non-financial benefits such as gaining workforce to get tasks done or producing research at a minimum cost (<xref ref-type="bibr" rid="B25">Hallak and Poisson, 2007</xref>; <xref ref-type="bibr" rid="B15">Denisova-Schmidt, 2020</xref>).</p>
<p>Based on these considerations, the present paper aims to study the students&#x2019; predictors of corrupt intention in a Spanish public university by developing a theoretical model. The current situation of the Spanish university system is largely characterized by strong competitiveness among universities (<xref ref-type="bibr" rid="B59">Rinc&#x00F3;n and Barrutia, 2017</xref>). There are 84 universities in Spain: 50 are public, and 34 are private (<xref ref-type="bibr" rid="B48">MECD, 2016</xref>). It was chosen a Spanish public university that has around 55,000 students and 3,300 academic staff members. This university offers degrees in a wide range of academic fields: arts and humanities, engineering, health sciences, sciences, and social sciences. Students have access to different degrees, official masters, and Ph.D. programs. Although academic dishonesty has been analyzed in Spain (<xref ref-type="bibr" rid="B11">Comas-Forgas and Sureda-Negre, 2016</xref>), studies on individual predictors of Spanish university corruption are still scarce (<xref ref-type="bibr" rid="B32">Julian and Bonavia, 2020a</xref>,<xref ref-type="bibr" rid="B34">2021</xref>). Furthermore, nearly two-thirds of Spanish citizens rated corruption as a major problem in their country (<xref ref-type="bibr" rid="B70">Transparency International, 2016</xref>).</p>
<p>In our study, four types of corruption behaviors will be evaluated using the same theoretical model: favoritism, bribery, fraud, and embezzlement. To our knowledge, this is the first paper to study individual predictors of university corruption in a Spanish context while proposing a theoretical model to understand its diverse manifestations (<xref ref-type="bibr" rid="B29">Johns&#x00F8;n and Mason, 2013</xref>; <xref ref-type="bibr" rid="B13">Denisova-Schmidt, 2016</xref>; <xref ref-type="bibr" rid="B33">Julian and Bonavia, 2020b</xref>). Similar studies have been published (see, e.g., <xref ref-type="bibr" rid="B34">Julian and Bonavia, 2021</xref>), but they did not include a reporting intention variable (whistleblowing), and they used a different methodological analysis of the results.</p>
<sec id="S1.SS1">
<title>Hypotheses</title>
<p>Given that corrupt activities are risky, early research has shown that corrupt intention is partially predicted by risk perceptions, so that there is a negative association between these two variables (<xref ref-type="bibr" rid="B2">Berninghaus et al., 2013</xref>; <xref ref-type="bibr" rid="B34">Julian and Bonavia, 2021</xref>). In fact, most people are unable to estimate the probability of risk situations accurately, and they think they will not be discovered (<xref ref-type="bibr" rid="B35">Kahneman and Tversky, 1973</xref>; <xref ref-type="bibr" rid="B20">Frederick, 2005</xref>). In addition, some authors have shown that not having information about what other people are doing (corrupt practices) operates as a powerful deterrent to participation in such acts (<xref ref-type="bibr" rid="B61">Ryvkin and Serra, 2012</xref>; <xref ref-type="bibr" rid="B2">Berninghaus et al., 2013</xref>). Power asymmetry plays a fundamental role in magnifying the effect of uncertainty, such that the greater the power asymmetry, the greater the influence of the perception of uncertainty on the people involved (<xref ref-type="bibr" rid="B61">Ryvkin and Serra, 2012</xref>). This scenario is frequent when students and professors are interacting with each other. Therefore, the first hypothesis will be:</p>
<list list-type="simple">
<list-item><p><italic>H</italic><sub>1</sub> Risk perception negatively predicts corrupt intention.</p>
</list-item>
</list>
<p>The pervasiveness of corrupt behaviors produces an embedding of these conducts (<xref ref-type="bibr" rid="B67">Shaw et al., 2015</xref>; <xref ref-type="bibr" rid="B45">Maloshonok and Shmeleva, 2019</xref>). Scientific research has pointed out that perceiving high levels of corruption contributes to generating a belief that it is difficult to be caught when performing an act of this magnitude (<xref ref-type="bibr" rid="B16">Dong et al., 2012</xref>). Moreover, it encourages distorted beliefs about dishonesty, destroys social capital (trust), reduces honest behaviors, contributes to manipulating what is understood as a social norm, and generates a breeding ground for the emergence of future illegal actions (<xref ref-type="bibr" rid="B36">Kallgren et al., 2000</xref>; <xref ref-type="bibr" rid="B24">Gino et al., 2009</xref>; <xref ref-type="bibr" rid="B16">Dong et al., 2012</xref>). Studies have shown (<xref ref-type="bibr" rid="B9">Cialdini et al., 1990</xref>; <xref ref-type="bibr" rid="B58">Reno et al., 1993</xref>) that &#x201C;injunctive norms&#x201D; (allowability of an act) and &#x201C;descriptive norms&#x201D; (the extent to which people participate in an activity) are crucial in disentangling corrupt behavior. Injunctive norms stir negative feelings when deciding to participate in a corrupt scenario, whereas descriptive norms help to justify corrupt behavior (<xref ref-type="bibr" rid="B40">K&#x00F6;bis et al., 2015</xref>). Therefore, the second hypothesis will be:</p>
<list list-type="simple">
<list-item><p><italic>H</italic><sub>2</sub> The perceived prevalence of corruption positively predicts corrupt intention.</p>
</list-item>
</list>
<p>Closely related to this hypothesis, ethical judgment has been found to have an influence on people&#x2019;s attitudes toward corruption (<xref ref-type="bibr" rid="B30">Jones, 1991</xref>; <xref ref-type="bibr" rid="B32">Julian and Bonavia, 2020a</xref>). Many situations are evaluated within a moral framework, and so justifications play a key role in influencing people&#x2019;s decision to take part (or not) in a corrupt activity (<xref ref-type="bibr" rid="B24">Gino et al., 2009</xref>). People are able to rationalize dishonest behaviors if these behaviors benefit them, and people can be honest or dishonest based on the characteristics of the situation (<xref ref-type="bibr" rid="B47">Mazar et al., 2008</xref>; <xref ref-type="bibr" rid="B21">G&#x00E4;chter and Schulz, 2016</xref>; <xref ref-type="bibr" rid="B64">Shalvi, 2016</xref>). For example, ethical assessment modifies the probability of carrying out an unethical act and, putting aside the quality of a lie, people tend to use self-justifications to lie more (<xref ref-type="bibr" rid="B65">Shalvi et al., 2011</xref>). In fact, justifying an unethical behavior reduces the perception of the act as being unethical (<xref ref-type="bibr" rid="B65">Shalvi et al., 2011</xref>). The &#x201C;self-concept maintenance theory&#x201D; posits that people reduce their cognitive dissonance by relying on strategies that modify their values so that they are congruent with their dishonest behavior (<xref ref-type="bibr" rid="B47">Mazar et al., 2008</xref>). One of the most powerful strategies to protect the self-concept is self-justification (<xref ref-type="bibr" rid="B66">Shalvi et al., 2015</xref>). Before engaging in corruption, people tend to elaborate moral justifications to excuse ethical dissonance and maintain a positive self-concept. After engaging in corruption, they tend to elaborate moral justifications to compensate for harmful consequences (<xref ref-type="bibr" rid="B66">Shalvi et al., 2015</xref>). Put differently, having to decide whether a potential benefit (in the present study, engaging in a corrupt activity) offsets the ethical cost of acting dishonestly requires people to elaborate justifications to lessen such costs (<xref ref-type="bibr" rid="B72">Wenzel et al., 2017</xref>).</p>
<p>Therefore, the third hypothesis will be:</p>
<list list-type="simple">
<list-item><p><italic>H</italic><sub>3</sub> Justifiability of corruption positively predicts corrupt intention.</p>
</list-item>
</list>
<p>When trying to decide whether to blow the whistle, people take ethical issues into account (<xref ref-type="bibr" rid="B17">Dungan et al., 2015</xref>). Scientific literature has shown that moral values play a crucial role in reporting corrupt behavior, and situational factors (e.g., the organization&#x2019;s encouragement to report dishonest activities) complement individual factors in explaining the justifiability of corrupt intention (<xref ref-type="bibr" rid="B50">Moore, 2008</xref>, <xref ref-type="bibr" rid="B51">2015</xref>; <xref ref-type="bibr" rid="B32">Julian and Bonavia, 2020a</xref>). In other words, people will conceptualize wrongdoing as justifiable if they think it is not harmful to the organization. Moreover, the perception of values such as nepotism, loyalty and economic gains and moral values influence people&#x2019;s attitude toward corrupt activities (<xref ref-type="bibr" rid="B57">Park and Lewis, 2019</xref>; <xref ref-type="bibr" rid="B71">Tu et al., 2020</xref>). When normalizing favoritism or excessively valuing material gains, people tend to tolerate corrupt acts and refrain from taking part in anti-corruption practices such as reporting or whistleblowing (<xref ref-type="bibr" rid="B71">Tu et al., 2020</xref>). Therefore, the fourth hypothesis will be:</p>
<list list-type="simple">
<list-item><p><italic>H</italic><sub>4</sub> Justifiability of corruption negatively predicts reporting intention.</p>
</list-item>
</list>
<p>Along with personal characteristics such as extraversion or feeling an internal locus of control (<xref ref-type="bibr" rid="B3">Bj&#x00F8;rkelo et al., 2010</xref>), corrupt intention has been found to play a role in explaining reporting intention. As some authors have argued (<xref ref-type="bibr" rid="B10">Cialdini et al., 1995</xref>), people tend to pursue consistent attitudes in everyday life. Classical research on psychology has shown that reducing cognitive dissonance is a crucial task for people (<xref ref-type="bibr" rid="B19">Festinger, 1957</xref>). Changing one&#x2019;s attitude about corrupt intention implies deciding whether or not to blow the whistle, due to the conflict originated by this dilemma. In the same vein, there are psychological mechanisms that allow people to reformulate their own attitudes or behaviors to maintain internal moral standards (<xref ref-type="bibr" rid="B47">Mazar et al., 2008</xref>). Therefore, the fifth hypothesis will be:</p>
<list list-type="simple">
<list-item><p><italic>H</italic><sub>5</sub> Corrupt intention negatively predicts reporting intention.</p>
</list-item>
</list>
<p>As mentioned above, whistle-blowers are prone to reporting corrupt behavior in organizations that support whistleblowing (<xref ref-type="bibr" rid="B49">Mesmer-Magnus and Viswesvaran, 2005</xref>) because the threat of retaliation influences people&#x2019;s attitudes toward whistleblowing. Particularly, if people perceive a high risk of being caught when observing peers engaging in corrupt activities, they will also feel that reporting corrupt activities is safe and that they will not be punished for doing so (<xref ref-type="bibr" rid="B49">Mesmer-Magnus and Viswesvaran, 2005</xref>; <xref ref-type="bibr" rid="B56">Oelrich, 2021</xref>). A retaliatory climate emerges when risk perception is low and there is a widely assumed norm that corrupt acts are allowed, so many whistleblowers are often punished once they have reported misconduct (<xref ref-type="bibr" rid="B56">Oelrich, 2021</xref>). What is more, people are prone to refrain from blowing the whistle (again) if they interpret the situation as characterized by negative consequences and if they perceive that the moral costs of doing so are low (<xref ref-type="bibr" rid="B55">Oelrich, 2019</xref>; <xref ref-type="bibr" rid="B57">Park and Lewis, 2019</xref>). Therefore, the sixth hypothesis will be:</p>
<list list-type="simple">
<list-item><p><italic>H</italic><sub>6</sub> Risk perception positively predicts reporting intention.</p>
</list-item>
</list>
<p>Research has shown that, in circumstances where moral issues are salient, risk perceptions are conceptualized differently (<xref ref-type="bibr" rid="B18">Eckensberger et al., 2001</xref>). This idea challenges accepted conceptions of rational decision-making theories, which exclude moral or ethical standards. Research on risk analysis has shown that risk is evaluated from an analytic approach, which draws on a logical and rational system of deliberation, and from an affective approach, which consists of an intuitive and fast deliberation system (<xref ref-type="bibr" rid="B68">Slovic et al., 2004</xref>). The latter system highlights the quality of &#x2018;goodness&#x2019; or &#x2018;badness&#x2019; and stresses the characterization of a stimulus as negative or positive. Subsequently, risk perception and justifiability will be strongly related when facing a risky situation. Therefore, the seventh hypothesis will be:</p>
<list list-type="simple">
<list-item><p><italic>H</italic><sub>7</sub> Risk perception is negatively correlated with justifiability of corruption.</p>
</list-item>
</list>
</sec>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Participants</title>
<p>The sample consisted of 933 Spanish university students (Mage = 24.92 years, SD = 8.78) who answered the questionnaires voluntarily: 75.3% were undergraduate students, 16.6% were postgraduate students, and 8.1% were Ph.D. students. Regarding sex, 67.1% were women, and 32.9% were men (overall, 60% of the students in this university are women). Descriptive analysis showed that only 5.5% of these students were members of a research group.</p>
</sec>
<sec id="S2.SS2">
<title>Instruments</title>
<p>Corruption is hard to measure because of its secrecy and illegality. Although there is divergence in the corruption literature about their advantages and disadvantages, hard data (objective approach) are difficult to obtain and tend to be more accurate, whereas perception indices are easier to implement and tend to be less accurate (<xref ref-type="bibr" rid="B29">Johns&#x00F8;n and Mason, 2013</xref>; <xref ref-type="bibr" rid="B7">Charron, 2016</xref>). Given that the perception of corruption and previous experience with such acts are associated (<xref ref-type="bibr" rid="B7">Charron, 2016</xref>), information was gathered by considering the perceived prevalence of corruption among the participants. Some international organizations -e.g., Transparency International- use these instruments to collect their data (<xref ref-type="bibr" rid="B46">Martinez, 2016</xref>).</p>
<p>Based on previous research (<xref ref-type="bibr" rid="B41">Le&#x00F3;n et al., 2013</xref>; <xref ref-type="bibr" rid="B43">Liu et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Chen et al., 2021</xref>), a &#x2018;vignette methodology&#x2019; was applied, which consists of a hypothetical vignette description -in this case, corrupt activities-. These studies implemented an online survey using these anchoring vignettes, as in the present study. Asking participants about specific corrupt practices is useful to obtain data about the subjective scale individuals are using when answering questions about corruption. As early research has shown, &#x201C;the methodology involves a correction of the individual assessment based on a general scale of corruption for the responses to the hypothetical scenarios defined in the vignettes that lead to a more accurate assessment of corruption&#x201D; (<xref ref-type="bibr" rid="B41">Le&#x00F3;n et al., 2013</xref>, p. 979). Four vignettes were employed to analyze favoritism, bribery, fraud, and embezzlement (see &#x2018;<xref ref-type="app" rid="A1">Appendix</xref>&#x2019; for their description). An expert panel from the university where the present study was conducted helped develop scenarios of corrupt activities. Expert assessment involved ratings of the clarity, readability, and realism. Scenarios were revised according to the panel&#x2019;s suggestions.</p>
<p>Once participants had read each vignette, they answered five questions. Originally, both the vignettes and the items were presented to students in Spanish.</p>
<sec id="S2.SS2.SSS1">
<title>Perceived Prevalence of Corruption</title>
<p>Given scientific literature on perception of corruption among peers (<xref ref-type="bibr" rid="B16">Dong et al., 2012</xref>; <xref ref-type="bibr" rid="B70">Transparency International, 2016</xref>; <xref ref-type="bibr" rid="B43">Liu et al., 2017</xref>; <xref ref-type="bibr" rid="B34">Julian and Bonavia, 2021</xref>), a single-item measure was used for perceived prevalence of corruption: &#x201C;Please, mark how often you think this kind of situation happens in this university?&#x201D; Response scale ranges from 1 (Never) to 5 (Always).</p>
</sec>
<sec id="S2.SS2.SSS2">
<title>Justifiability</title>
<p>Previous studies stated that assessing justifiability using a single item result in similar outcomes when compared to laboratory experiments (<xref ref-type="bibr" rid="B12">Cummings et al., 2009</xref>). Based on previous corruption research (<xref ref-type="bibr" rid="B16">Dong et al., 2012</xref>; <xref ref-type="bibr" rid="B43">Liu et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Chen et al., 2021</xref>; <xref ref-type="bibr" rid="B34">Julian and Bonavia, 2021</xref>), a single-item measure was used for justifiability of corruption: &#x201C;To what extent would you consider it justifiable to accept a proposal like this one?&#x201D; Response scale ranges from 1 (Unjustifiable) to 5 (Totally justifiable).</p>
</sec>
<sec id="S2.SS2.SSS3">
<title>Risk Perception</title>
<p>Considering that risk perception can be accurately measured by a single question (<xref ref-type="bibr" rid="B23">Ganzach et al., 2008</xref>), and that corrupt intention is also effectively predicted by this variable when compared to other variables such as risk attitude, (<xref ref-type="bibr" rid="B2">Berninghaus et al., 2013</xref>), a single-item measure was used for risk perception: &#x201C;To what extent do you think that, if you accepted, your class-mates would find out?&#x201D; Response scale ranges from 1 (There is no risk) to 5 (Extreme risk).</p>
</sec>
<sec id="S2.SS2.SSS4">
<title>Corrupt Intention</title>
<p>Different scholars have demonstrated that corrupt intention is a valid instrument to study corruption (<xref ref-type="bibr" rid="B16">Dong et al., 2012</xref>; <xref ref-type="bibr" rid="B41">Le&#x00F3;n et al., 2013</xref>; <xref ref-type="bibr" rid="B32">Julian and Bonavia, 2020a</xref>; <xref ref-type="bibr" rid="B8">Chen et al., 2021</xref>). The question to measure corrupt intention was the following one: &#x201C;If this situation happened to you in real life, how likely is it that you would accept this proposal?&#x201D; Response scale ranges from 1 (I would not accept it at all) to 5 (I would certainly accept it).</p>
</sec>
<sec id="S2.SS2.SSS5">
<title>Reporting Intention</title>
<p>Based on an anonymous channel to capture whistle-blowing intention (<xref ref-type="bibr" rid="B37">Kaplan et al., 2009</xref>), a single-item measure was used for reporting intention: &#x201C;If this situation happened to your classmate and you could do something anonymously, what would you do?&#x201D; Response scale ranges from 1 (I would not do anything) to 5 (I would report this situation).</p>
</sec>
</sec>
<sec id="S2.SS3">
<title>Procedure</title>
<p>After approval by the Vice-Chancellor of Research of the University, an online survey (written in Spanish) was delivered to all the students by utilizing the university database. This means that all the students received the online survey at their university email address. They did not have to register in an account or use any login details. Participants&#x2019; anonymity and confidentiality were guaranteed during data collection. After two weeks of data collection (during November), the questionnaire was closed in order to transfer the data into the corresponding software.</p>
</sec>
<sec id="S2.SS4">
<title>Data Analysis</title>
<p>Structural Equation Modeling (SEM) was used &#x2013;specifically, a path analysis (maximum likelihood estimation)- to test the proposed model in <xref ref-type="fig" rid="F1">Figure 1</xref>. Analyses were carried out using Mplus version 7 (<xref ref-type="bibr" rid="B53">Muth&#x00E9;n and Muth&#x00E9;n, 2012</xref>). Assumptions of normality were checked. Considering the criteria proposed by some authors (<xref ref-type="bibr" rid="B27">Hu and Bentler, 1999</xref>), the fit of the model was assessed with the following indexes: Chi-Square (&#x03C7;2), Comparative Fit Index (CFI), Root Mean Square Error of Approximation (RMSEA), and Standardized Root Mean Residual (SRMR).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Hypothesized model.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-842345-g001.tif"/>
</fig>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<p>As <xref ref-type="table" rid="T1">Table 1</xref> shows, students perceived favoritism as more extended than bribery [<italic>t</italic>(932) = 17.63, <italic>p</italic> &#x003C; 0.001, <italic>d</italic> = 0.57], fraud [<italic>t</italic>(932) = 7.65, <italic>p</italic> &#x003C; 0.001, <italic>d</italic> = 0.25] and embezzlement [<italic>t</italic>(932) = 12.10, <italic>p</italic> &#x003C; 0.001, <italic>d</italic> = 0.39]. It is worth reminding that the participants were asked about perceived prevalence of corruption, not about their own experiences. These results are complemented by the responses on justifiability; that is, students also thought it was more justifiable to engage in favoritism than engaging in embezzlement [<italic>t</italic>(932) = 25.69, <italic>p</italic> &#x003C; 0.001, <italic>d</italic> = 0.84]. However, there was not significant differences between favoritism&#x2019;s justifiability and bribery&#x2019;s justifiability [<italic>t</italic>(932) = 0.85, <italic>p</italic> = 0.391, <italic>d</italic> = 0.02], or between favoritism&#x2019;s justifiability and fraud&#x2019;s justifiability [<italic>t</italic>(932) = 0.74, <italic>p</italic> = 0.454, <italic>d</italic> = 0.02].</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Mean and standard deviation for model&#x2019;s variables.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Variable</td>
<td valign="top" align="center" colspan="7">Model<hr/></td>
</tr>
<tr>
<td/>
<td valign="top" align="center" colspan="2">Favoritism<hr/></td>
<td valign="top" align="center" colspan="2">Bribery<hr/></td>
<td valign="top" align="center" colspan="2">Fraud<hr/></td>
<td valign="top" align="center" colspan="2">Embezzlement<hr/></td>
</tr>
<tr>
<td/>
<td valign="top" align="center">M</td>
<td valign="top" align="center">SD</td>
<td valign="top" align="center">M</td>
<td valign="top" align="center">SD</td>
<td valign="top" align="center">M</td>
<td valign="top" align="center">SD</td>
<td valign="top" align="center">M</td>
<td valign="top" align="center">SD</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Perceived corruption</td>
<td valign="top" align="center">3.07</td>
<td valign="top" align="center">1.16</td>
<td valign="top" align="center">2.38</td>
<td valign="top" align="center">1.05</td>
<td valign="top" align="center">2.80</td>
<td valign="top" align="center">1.08</td>
<td valign="top" align="center">2.61</td>
<td valign="top" align="center">2.26</td>
</tr>
<tr>
<td valign="top" align="left">Risk perception</td>
<td valign="top" align="center">3.56</td>
<td valign="top" align="center">1.10</td>
<td valign="top" align="center">2.71</td>
<td valign="top" align="center">1.17</td>
<td valign="top" align="center">2.92</td>
<td valign="top" align="center">1.12</td>
<td valign="top" align="center">3.64</td>
<td valign="top" align="center">1.16</td>
</tr>
<tr>
<td valign="top" align="left">Justifiability</td>
<td valign="top" align="center">3.17</td>
<td valign="top" align="center">1.20</td>
<td valign="top" align="center">3.12</td>
<td valign="top" align="center">1.37</td>
<td valign="top" align="center">3.13</td>
<td valign="top" align="center">1.21</td>
<td valign="top" align="center">1.93</td>
<td valign="top" align="center">1.16</td>
</tr>
<tr>
<td valign="top" align="left">Corrupt intention</td>
<td valign="top" align="center">3.52</td>
<td valign="top" align="center">1.20</td>
<td valign="top" align="center">3.58</td>
<td valign="top" align="center">1.40</td>
<td valign="top" align="center">3.31</td>
<td valign="top" align="center">1.28</td>
<td valign="top" align="center">2.20</td>
<td valign="top" align="center">1.32</td>
</tr>
<tr>
<td valign="top" align="left">Reporting intention</td>
<td valign="top" align="center">2.83</td>
<td valign="top" align="center">1.32</td>
<td valign="top" align="center">2.20</td>
<td valign="top" align="center">1.34</td>
<td valign="top" align="center">2.51</td>
<td valign="top" align="center">1.32</td>
<td valign="top" align="center">3.22</td>
<td valign="top" align="center">1.48</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Response scale ranges from 1 to 5 in all measures.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<p>Regarding the riskiest corrupt behavior, students perceived embezzlement as riskier than bribery [<italic>t</italic>(932) = 19.30, <italic>p</italic> &#x003C; 0.001, <italic>d</italic> = 0.63] and fraud [<italic>t</italic>(932) = 16.27, <italic>p</italic> &#x003C; 0.001, <italic>d</italic> = 0.53], but there was not differences between embezzlement and favoritism based on the risk perception [<italic>t</italic>(932) = 1.53, <italic>p</italic> = 0.125, <italic>d</italic> = 0.05].</p>
<p>Participants showed a higher reporting intention when they read the vignette about embezzlement rather than when they read the vignettes of favoritism [<italic>t</italic>(932) = 7.19, <italic>p</italic> &#x003C; 0.001, <italic>d</italic> = 0.23], bribery [<italic>t</italic>(932) = 18.77, <italic>p</italic> &#x003C; 0.001, <italic>d</italic> = 0.61] and fraud [<italic>t</italic>(932) = 13.96, <italic>p</italic> &#x003C; 0.001, <italic>d</italic> = 0.45].</p>
<p>Finally, students were more prone to commit a behavior of favoritism than a behavior of fraud [<italic>t</italic>(932) = 5.28, <italic>p</italic> &#x003C; 0.001, <italic>d</italic> = 0.17] and embezzlement [<italic>t</italic>(932) = 27.71, <italic>p</italic> &#x003C; 0.001, <italic>d</italic> = 0.90]. However, no significant differences were found between favoritism and bribery regarding behavioral intention [<italic>t</italic>(932) = &#x2212;1.35, <italic>p</italic> = 0.177, <italic>d</italic> = &#x2212;0.04].</p>
<p>Except chi-square (&#x03C7;2) and RMSEA, <xref ref-type="table" rid="T2">Table 2</xref> shows an acceptable fit for the proposed model in all the corrupt behaviors. Early research (<xref ref-type="bibr" rid="B39">Kline, 2011</xref>) proposes that observed values of &#x03C7;2 increase along with sample size &#x2013;as it happened in the current study&#x2013;. A large sample size can produce a failure in the chi-square test (e.g., finding a significant &#x03C7;2 value), even when differences between observed and predicted co-variances are minimal. In the case of RMSEA, previous research (<xref ref-type="bibr" rid="B52">Mulaik, 2009</xref>) has shown that it is affected by the sample size, becoming larger as the sample size increases. In addition, the RMSEA index penalizes complexity in smaller models with few variables (<xref ref-type="bibr" rid="B4">Breivik and Olsson, 2001</xref>), such as the current hypothesized models.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Fit statistics of corruption models.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Model</td>
<td valign="top" align="center">&#x03C7; <sup>2</sup></td>
<td valign="top" align="center"><italic>df</italic></td>
<td valign="top" align="center">CFI</td>
<td valign="top" align="center">RMSEA</td>
<td valign="top" align="center">SRMR</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Favoritism</td>
<td valign="top" align="center">19.01<xref ref-type="table-fn" rid="t2fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.98</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">0.03</td>
</tr>
<tr>
<td valign="top" align="left">Bribery</td>
<td valign="top" align="center">39.98<xref ref-type="table-fn" rid="t2fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.11</td>
<td valign="top" align="center">0.04</td>
</tr>
<tr>
<td valign="top" align="left">Fraud</td>
<td valign="top" align="center">39.96<xref ref-type="table-fn" rid="t2fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">0.11</td>
<td valign="top" align="center">0.04</td>
</tr>
<tr>
<td valign="top" align="left">Embezzlement</td>
<td valign="top" align="center">78.06<xref ref-type="table-fn" rid="t2fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">0.16</td>
<td valign="top" align="center">0.06</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t2fns3"><p><italic>Some authors (<xref ref-type="bibr" rid="B27">Hu and Bentler, 1999</xref>) suggest that an acceptable fit of a model should be based on CFI &#x2265; 0.95; RMSEA &#x2264; 0.06 and SRMR &#x2264; 0.08. &#x002A;&#x002A;&#x002A;p &#x003C; 0.001.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<p>Path analyses were conducted to verify the proposed hypotheses. As <xref ref-type="table" rid="T3">Table 3</xref> indicates, all the paths showed significant differences, except the path from perceived prevalence of corruption to corrupt intention in bribery and fraud, and the path from risk perception to reporting intention in favoritism. Corrupt intention decreased as students&#x2019; risk perception increased in all the corrupt behaviors, supporting the first hypothesis. Students&#x2019; corrupt intention was positively associated with their perception of corruption in the favoritism and embezzlement behaviors, but this association was not found in the bribery and fraud behaviors. Based on these results, the second hypothesis was confirmed in two of the corruption scenarios. Corrupt intention was positively associated with justifiability, and justifiability negatively predicted reporting intention in all the corrupt behaviors, supporting the third and fourth hypotheses, respectively. As proposed in the fifth hypothesis, as corrupt intention increased, students&#x2019; reporting intention decreased. Regarding the sixth hypothesis, as risk perception increased, participants&#x2019; intention to report also increased in all the corrupt behaviors, except favoritism. Finally, risk perception correlated negatively with justifiability in all the corrupt behaviors, as proposed in the seventh hypothesis. In all the corrupt behaviors, justifiability was the best predictor of corrupt intention, whereas the perceived prevalence of corruption hardly explained corrupt intention.</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Standardized coefficients of path analysis for corruption models.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left" colspan="2">&#x2003;Path</td>
<td valign="top" align="center" colspan="4">Model<hr/></td>
</tr>
<tr>
<td valign="top" align="left">Predictor</td>
<td valign="top" align="left">Criterion</td>
<td valign="top" align="center">Favoritism</td>
<td valign="top" align="center">Bribery</td>
<td valign="top" align="center">Fraud</td>
<td valign="top" align="center">Embezzlement</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Risk perception</td>
<td valign="top" align="left">Corrupt int.</td>
<td valign="top" align="center">&#x2212;0.17<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.07<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.09<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.07<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Perceived corruption</td>
<td valign="top" align="left">Corrupt int.</td>
<td valign="top" align="center">0.04<xref ref-type="table-fn" rid="t3fns3">&#x002A;</xref></td>
<td valign="top" align="center">0.02</td>
<td valign="top" align="center">0.02</td>
<td valign="top" align="center">0.06<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Justifiability</td>
<td valign="top" align="left">Corrupt int.</td>
<td valign="top" align="center">0.64<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">0.73<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">0.72<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">0.75<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Risk perception</td>
<td valign="top" align="left">Reporting int.</td>
<td valign="top" align="center">0.03</td>
<td valign="top" align="center">0.11<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">0.15<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">0.07<xref ref-type="table-fn" rid="t3fns3">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Justifiability</td>
<td valign="top" align="left">Reporting int.</td>
<td valign="top" align="center">&#x2212;0.17<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.22<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.25<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.19<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Corrupt intention</td>
<td valign="top" align="left">Reporting int.</td>
<td valign="top" align="center">&#x2212;0.25<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.24<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.09<xref ref-type="table-fn" rid="t3fns3">&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.31<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left"><bold>Correlation of predictors</bold></td>
<td valign="top" align="center"/><td valign="top" align="center"/><td valign="top" align="center"/><td valign="top" align="center"/></tr>
<tr>
<td valign="top" align="left">Risk perception</td>
<td valign="top" align="left">Justifiability</td>
<td valign="top" align="center">&#x2212;0.17<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.25<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.21<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;0.13<xref ref-type="table-fn" rid="t3fns3">&#x002A;&#x002A;&#x002A;</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t3fns3"><p><italic>&#x002A;p &#x003C; 0.05; &#x002A;&#x002A;p &#x003C; 0.01; &#x002A;&#x002A;&#x002A;p &#x003C; 0.001.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>The present research focused on studying students&#x2019; perceptions of corrupt intention at the university level. Specifically, a theoretical model was tested for four common corrupt behaviors: favoritism, bribery, fraud, and embezzlement (<xref ref-type="bibr" rid="B25">Hallak and Poisson, 2007</xref>). According to early research (<xref ref-type="bibr" rid="B29">Johns&#x00F8;n and Mason, 2013</xref>), corrupt behavior should be analyzed by studying its diverse manifestations, and this suggestion has been followed in the present research. Additionally, university students were sampled to analyze university corruption in accordance with the current objectives. In order to achieve greater external validity and coherence between the sample and the variables, vignettes were constructed intentionally to recreate a realistic and credible environment for the students (<xref ref-type="bibr" rid="B13">Denisova-Schmidt, 2016</xref>).</p>
<p>Regarding embezzlement, the results confirmed all the proposed hypotheses. Analyses showed that risk perception correlated negatively with justifiability, and that corruption intention decreased as perception of risk increased, coinciding with previous literature suggesting that people base their judgment of an activity on what they think and feel about it (<xref ref-type="bibr" rid="B24">Gino et al., 2009</xref>; <xref ref-type="bibr" rid="B2">Berninghaus et al., 2013</xref>; <xref ref-type="bibr" rid="B34">Julian and Bonavia, 2021</xref>). If they feel something is wrong, they will conceptualize the risks as high and the benefits as low, and vice versa (<xref ref-type="bibr" rid="B68">Slovic et al., 2004</xref>). Furthermore, it was found that as risk perception increased, participants&#x2019; intention to report corruption also increased. Contextual factors such as perceived costs or risk perception influence personal determination to report corrupt behavior, and so a high-risk perception of being caught will result in a greater tendency to report corrupt intention, due to the perceived safety of the observer (<xref ref-type="bibr" rid="B49">Mesmer-Magnus and Viswesvaran, 2005</xref>; <xref ref-type="bibr" rid="B56">Oelrich, 2021</xref>). This may be due to the perception that reporting activities is safe and that there is no punishment for doing so, that is, people carry out an analysis of cost-benefits before making a decision on blowing the whistle based on what happens to their peers when engaging in reporting activities (<xref ref-type="bibr" rid="B49">Mesmer-Magnus and Viswesvaran, 2005</xref>). In this vein, <xref ref-type="bibr" rid="B73">Werber and Balkin (2010)</xref> stated that people weigh all the possible scenarios before engaging in dishonest activities, that is, they compare the gains (rewards or incentives) to the losses (performance assessment or getting fired). Therefore, the co-workers will evaluate the consequences of such activity to determine if it is worthwhile whistleblowing.</p>
<p>In the case of favoritism and embezzlement, the results also showed that, as students&#x2019; perception of corruption increased, their corrupt intention also increased, as in previous literature (<xref ref-type="bibr" rid="B16">Dong et al., 2012</xref>; <xref ref-type="bibr" rid="B45">Maloshonok and Shmeleva, 2019</xref>; <xref ref-type="bibr" rid="B34">Julian and Bonavia, 2021</xref>). If people acknowledge that a situation is highly corrupt, they will have a greater tendency to engage in corrupt behaviors, due to a phenomenon called the &#x201C;contagion effect&#x201D; (<xref ref-type="bibr" rid="B24">Gino et al., 2009</xref>). Observing dishonest acts all around them makes people miscalculate their own chances of getting caught, and they are more likely to modify their perceptions of social norms (<xref ref-type="bibr" rid="B9">Cialdini et al., 1990</xref>).</p>
<p>The current results also provide evidence for the role of justifiability. Justifiability positively predicted corrupt intention and negatively predicted reporting intention. In the former case, the explanation might come from early research showing that, once justifications for dishonest conduct are collected, people are more motivated to take part in such actions (<xref ref-type="bibr" rid="B24">Gino et al., 2009</xref>). In other words, ethical rationalizations contribute to reducing moral harm when someone behaves dishonestly (<xref ref-type="bibr" rid="B66">Shalvi et al., 2015</xref>). In the same vein, as the aforementioned research showed, reporting corruption depends on people&#x2019;s view of fairness and loyalty values, choosing fairness as the priority if they decide to blow the whistle (<xref ref-type="bibr" rid="B17">Dungan et al., 2015</xref>). Ethical issues are at stake when trying to decide whether or not to report a corrupt activity, and a perception of harm to third parties increases the probability of reporting wrongdoing (<xref ref-type="bibr" rid="B50">Moore, 2008</xref>).</p>
<p>Finally, the results showed that, as corrupt intention increases, participants&#x2019; intention to report corruption decreases. Given the influence of ethical issues on a key decision such as taking part in corruption, reporting intention (whistleblowing) will depend on ethical rationalizations made by a person in that situation (<xref ref-type="bibr" rid="B66">Shalvi et al., 2015</xref>). As stated in early research (<xref ref-type="bibr" rid="B10">Cialdini et al., 1995</xref>), people seek to create a positive self-concept by reducing cognitive dissonance (<xref ref-type="bibr" rid="B47">Mazar et al., 2008</xref>). Therefore, our findings are in line with research in this area (<xref ref-type="bibr" rid="B16">Dong et al., 2012</xref>).</p>
<p>Regarding bribery and fraud, our findings supported all the hypotheses, except the second one. Additionally, the present outcomes suggest a weak association between perceived prevalence of corruption and corrupt intention, which means that perceiving corrupt behaviors all around is not a powerful factor in someone&#x2019;s intention to engage in corrupt practices. On the other hand, it is also possible that students were influenced by the moral saliency of the vignettes, as suggested by early research on moral psychology (<xref ref-type="bibr" rid="B30">Jones, 1991</xref>; <xref ref-type="bibr" rid="B50">Moore, 2008</xref>). People evaluate moral issues when making decisions, not only concluding that a decision implies moral values, but also paying attention to specific moral characteristics of the situation (<xref ref-type="bibr" rid="B30">Jones, 1991</xref>). Thus, it is likely that students tended to focus on moral issues when deciding whether to accept a corrupt proposal, rather than paying attention to the perceived prevalence of corruption.</p>
<p>The present research has some limitations. First, vignettes have higher external validity when it comes to drawing conclusions from a study, but they are also limited to a very specific situation (or situations). Due to its methodological nature (cross-sectional and field survey), the present study presents some threats to both its external and internal validity. In the former case, there could be uncontrolled variables that may be influencing the final outcomes (<xref ref-type="bibr" rid="B60">Roe and Just, 2009</xref>), such as living in a household that actively tolerates high levels of corruption. In the latter case, relying on a single-case study of a public institution may not be enough to bring general conclusions about the prevalence and explanations of corruption in academia. However, due to its relevance and its structural characteristics, the present results could be useful to understand corrupt dynamics in an educational institution. It is also worth noting that all the variables were measured with single items, which undermines the robustness and reliability of the present study. This limitation could be solved by developing or implementing standardized instruments to measure each variable in future studies. Second, it was studied the students&#x2019; point of view about university corruption, but the perceptions of administrators, private suppliers, or teaching staff was not considered, in line with early research (<xref ref-type="bibr" rid="B25">Hallak and Poisson, 2007</xref>; <xref ref-type="bibr" rid="B13">Denisova-Schmidt, 2016</xref>). Third, the present sample was mainly composed of women, and some studies on corruption have shown that women behave in a less corrupt way than men (<xref ref-type="bibr" rid="B1">Ayal et al., 2015</xref>). Social desirability or previous experience with corrupt activities could be influencing the present outcomes as well. There should be also considered the structure of Spanish universities, given that corrupt activities are embedded in a society &#x2013;national and regional context&#x2013; and influenced by cultural factors (<xref ref-type="bibr" rid="B7">Charron, 2016</xref>; <xref ref-type="bibr" rid="B59">Rinc&#x00F3;n and Barrutia, 2017</xref>). Additionally, it is necessary to carry out further experimental research to show possible casual relationships among key variables related to university corruption, as previous research has pointed out (<xref ref-type="bibr" rid="B13">Denisova-Schmidt, 2016</xref>). Although making use of a path analysis is useful to elaborate explanations of a social phenomenon, this kind of statistical analysis is not addressed to establish causes between variables (<xref ref-type="bibr" rid="B28">Jeon, 2015</xref>). Previous research (<xref ref-type="bibr" rid="B28">Jeon, 2015</xref>) has also stated that there are several limitations of assumptions in a path analysis:</p>
<p>(1) Relations among variables in the model are linear, additive, and causal. (2) Each residual is not correlated with variables that precede it in the model. (3) There is one way causal flow. That is reciprocal causation between variables is ruled out. (4) The variables are measured on an interval scale. (5) The variables are measured without error. All these assumptions are hard to be satisfied in social science (p. 1,638).</p>
<p>It is also important to highlight that the present study sought to understand corrupt practices in a public university, but there is still a gap in the scientific literature regarding possible differences between public and private universities. Future research could take this lack of data into account to reduce this gap.</p>
<p>The results indicate that an increase in moral/ethical cues among university members is necessary to combat corruption, due to the magnitude of justifiability in corrupt intention. Promoting more transparent and clearer administration procedures could help to foster a perception of high risk in people and, consequently, deter them from performing dishonest acts. In order to promote these policies, there must be anonymous whistle-blowing sources to favor corruption reports at the university. In a similar vein, previous studies (<xref ref-type="bibr" rid="B26">Heyneman, 2013</xref>) encourage universities to protect university staff from retaliation and provide them with secure and reliable ways to report activities involving wrongdoing. In fact, some authors (<xref ref-type="bibr" rid="B1">Ayal et al., 2015</xref>) have worked on a three-principle guide for designing effective policies to reduce dishonest behavior. Considering the present results, these guidelines could be helpful in tackling corruption in higher education: &#x201C;reminding,&#x201D; which means introducing subtle cues designed to increase moral salience and decrease dishonesty justifications; &#x201C;visibility,&#x201D; which is related to social monitoring mechanisms such as anonymity (or confidentiality of private information, if not possible) restrictions or fostering peer monitoring; and &#x201C;self-engagement,&#x201D; which aims to encourage people to act morally by increasing their positive self-image.</p>
<p>Previous research has shown that it is necessary to study different types of corruption in order to comprehend this phenomenon in depth (<xref ref-type="bibr" rid="B29">Johns&#x00F8;n and Mason, 2013</xref>; <xref ref-type="bibr" rid="B33">Julian and Bonavia, 2020b</xref>). In fact, corruption (and its typologies) in the education sector has been poorly studied for decades (<xref ref-type="bibr" rid="B25">Hallak and Poisson, 2007</xref>; <xref ref-type="bibr" rid="B31">Juli&#x00E1;n and Bonavia, 2017</xref>; <xref ref-type="bibr" rid="B15">Denisova-Schmidt, 2020</xref>). The present paper aimed to challenge this issue by analyzing favoritism, bribery, fraud, and embezzlement in an educational setting. It is proposed that perception of risk and justifiability influence students&#x2019; decisions to engage in corrupt activities and reporting intentions at the university.</p>
<p>Most of all, the results reveal that the education sector is not free of corruption, and universities must face this urgent problem in order to avoid future economic, societal, and ethical problems (<xref ref-type="bibr" rid="B63">Sabic-El-Rayess and Heyneman, 2021</xref>). A corrupt university results in corrupt members and a pervasive conduct that reinforces unethical behavior and penalizes a curriculum based on merit and personal effort (<xref ref-type="bibr" rid="B6">Chapman and Lindner, 2016</xref>; <xref ref-type="bibr" rid="B15">Denisova-Schmidt, 2020</xref>). This is what the present research aimed to disentangle.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="S6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by Comit&#x00E9; &#x00C9;tico de Investigaci&#x00F3;n en Humanos (University of Valencia). The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work, and approved it for publication.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="pudiscl1" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyg.2022.842345/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpsyg.2022.842345/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.ZIP" id="DS1" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<app-group>
<app id="A1">
<title>Appendix</title>
<p>Description of the hypothetical scenarios.</p>
<p>Next, you will see a hypothetical situation based on real experience. Imagine that you are the one who has to make the decision, and then answer the following questions. (This introduction was presented at the beginning of each scenario).</p>
<p><italic>Scenario 1 (favoritism)</italic></p>
<p>You recently finished your university degree, and you are collaborating with a professor on a research project. One day, your professor tells you that there will be a public job in the project you are working on. Your professor tells you that he/she has thought of you for that job because you work really well. He/she asks you not to talk about this issue with your teammates while going through the formal selection process, but you will be chosen in the end.</p>
<p><italic>Scenario 2 (bribery)</italic></p>
<p>You are asking for a university scholarship. However, your grade average has gone down because of a subject in which you did not do well on the exam. After the exam, you go for a tutorial session because you want to know how to improve your grade. You describe your poor economic situation to your professor and you ask him/her to raise your grade because you really need that scholarship. After thinking carefully, your professor tells you to do some research work for him/her in exchange for the grade. He/she warns you that you cannot say anything about it to your classmates because it is an exceptional situation that he/she cannot offer everyone.</p>
<p><italic>Scenario 3 (fraud)</italic></p>
<p>You have just finished your degree and you want to enroll in a postgraduate degree. You find a good one and very prestigious, but it is difficult to be accepted. Moreover, you find out that one of your degree professors teaches a subject in the postgraduate degree. You decide to tell him/her that you are really interested in being admitted to the postgraduate degree program. He/she mentions that he/she knows the selection committee members. He assures you that he/she is able to facilitate your admission. In return, he/she asks you to collaborate on a research project in which you are not interested.</p>
<p><italic>Scenario 4 (embezzlement)</italic></p>
<p>After a few months of collaborating on a research project with a professor, the opportunity arises to attend a conference in the USA for 2 days in the summer. Although the conference hardly focuses on your research interests, your professor proposes spending public teaching funds to pay the expenses for both of you during the two days of the conference, plus a stay lasting more 8 days.</p>
</app>
</app-group>
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