{"id":7948,"date":"2026-09-27T06:14:40","date_gmt":"2026-09-27T06:14:40","guid":{"rendered":"http:\/\/ashadocs.org\/scales\/effort-and-valence-based-just-world-beliefs-scales\/"},"modified":"2026-09-27T06:14:40","modified_gmt":"2026-09-27T06:14:40","slug":"effort-and-valence-based-just-world-beliefs-scales","status":"publish","type":"psych_scale","link":"https:\/\/ashadocs.org\/?psych_scale=effort-and-valence-based-just-world-beliefs-scales","title":{"rendered":"Effort- and Valence-Based Just World Beliefs Scales"},"content":{"rendered":"<h2>1. Abstract<\/h2>\n<p>The <strong>Effort- and Valence-Based Just World Beliefs Scales (EV-BJW)<\/strong>, developed by <a href=\"https:\/\/orcid.org\/0000-0003-0857-4503\" target=\"_blank\" rel=\"noopener noreferrer\">Yuan Cheng<\/a>, Gabriel Nudelman, <a href=\"https:\/\/orcid.org\/0000-0001-5737-2575\" target=\"_blank\" rel=\"noopener noreferrer\">Kathleen Otto<\/a>, and Jianhong Ma (2023), represent an innovative psychometric advance in the operationalization of the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Just-world_hypothesis\" target=\"_blank\" rel=\"noopener noreferrer\">just-world hypothesis<\/a>. Traditional measures of the belief in a just world (BJW) predominantly bifurcate the construct along recipient dimensions (such as Personal BJW versus General BJW for others). In contrast, the EV-BJW framework reconceptualizes the substantive *antecedents* of perceived justice by parsing the construct into two foundational attributional dimensions: <strong>Effort-Based Belief in a Just World (E-BJW)<\/strong> and <strong>Valence-Based Belief in a Just World (V-BJW)<\/strong>. E-BJW captures the conviction that physical, intellectual, or instrumental investments inevitably yield proportional rewards (&#8220;sweat equity&#8221;), whereas V-BJW captures the moral or ontological assumption that an individual&#8217;s intrinsic moral goodness or badness governs their life outcomes (&#8220;karmic balance&#8221;).<\/p>\n<p>To maximize ecological validity and minimize linguistic artifact across diverse populations, the EV-BJW scales were constructed using culturally grounded <a href=\"https:\/\/en.wikipedia.org\/wiki\/Proverb\" target=\"_blank\" rel=\"noopener noreferrer\">proverbs<\/a>\u2014linguistic units that express deeply internalized, culturally crystallized psychological schemas. The instrument comprises two parallel linguistic adaptations: a 9-item Chinese inventory (5 E-BJW items and 4 V-BJW items) and an 8-item German inventory (5 E-BJW items and 3 retained V-BJW items). Items are rated on a standard 7-point Likert scale ranging from 1 (*strongly disagree*) to 7 (*strongly agree*). Psychometric evaluation across non-clinical cohorts of university students and working adults in China and Germany demonstrated robust construct validity, factor distinctiveness via exploratory and confirmatory factor analyses, high internal consistency (Cronbach&#8217;s <span class=\"arabpsy-math-inline\" data-latex=\"\\alpha\">$\\alpha$<\/span> values ranging from .76 to .85), and critical incremental validity in predicting behavioral hard work beyond established legacy scales.<\/p>\n<h2>2. Keywords<\/h2>\n<p>Effort-Based Belief in a Just World, Valence-Based Belief in a Just World, EV-BJW, Just-World Hypothesis, Cross-Cultural Psychometrics, Proverbs, Paremiology, Personal BJW, Meritocracy, Internal Locus of Control, Self-Efficacy, Measurement Invariance<\/p>\n<h2>3. Authors<\/h2>\n<p>The Effort- and Valence-Based Just World Beliefs Scales were conceptualized, standardized, and validated through an international research collaboration:<\/p>\n<ul>\n<li><strong>Yuan Cheng, Ph.D.<\/strong> (Corresponding Author)<br \/>\n  <em>Affiliation:<\/em> NingboTech University, Business School, Ningbo, China.<br \/>\n  <em>ORCID:<\/em> <a href=\"https:\/\/orcid.org\/0000-0003-0857-4503\" target=\"_blank\" rel=\"noopener noreferrer\">0000-0003-0857-4503<\/a><br \/>\n  <em>Email:<\/em> yuan.ycheng@hotmail.com<br \/>\n  <em>Address:<\/em> Qianhu South Road 1, Ningbo, Zhejiang Province, 315100, People&#8217;s Republic of China.<\/li>\n<li><strong>Gabriel Nudelman, Ph.D.<\/strong><br \/>\n  <em>Affiliation:<\/em> The Academic College of Tel Aviv\u2013Yaffo, School of Behavioral Sciences, Department of Psychology, Tel Aviv, Israel.<\/li>\n<li><strong>Kathleen Otto, Ph.D.<\/strong><br \/>\n  <em>Affiliation:<\/em> Philipps University of Marburg, Department of Work and Organizational Psychology, Marburg, Germany.<br \/>\n  <em>ORCID:<\/em> <a href=\"https:\/\/orcid.org\/0000-0001-5737-2575\" target=\"_blank\" rel=\"noopener noreferrer\">0000-0001-5737-2575<\/a><\/li>\n<li><strong>Jianhong Ma, Ph.D.<\/strong><br \/>\n  <em>Affiliation:<\/em> Zhejiang University, Department of Psychology and Behavioral Science, Hangzhou, China.<\/li>\n<\/ul>\n<h2>4. Purpose<\/h2>\n<p>For more than half a century, the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Just-world_hypothesis\" target=\"_blank\" rel=\"noopener noreferrer\">just-world hypothesis<\/a>, originally articulated by Melvin J. Lerner, has served as a cornerstone of social, personality, and clinical psychology. The fundamental assertion of just-world theory is that individuals possess an adaptive psychological need to believe that the world is an orderly, predictable, and fair place where individuals receive what they deserve and deserve what they receive. Historically, psychometric tools measuring BJW have centered on the <em>target<\/em> or <em>referent<\/em> of justice. This led to the widely acknowledged dichotomy between <strong>Personal BJW<\/strong> (the belief that oneself is treated fairly) and <strong>General BJW<\/strong> (the belief that the world at large treats people fairly). Although this recipient-oriented distinction proved critical for resolving empirical paradoxes\u2014such as why Personal BJW predicts subjective well-being whereas General BJW correlates with victim blaming\u2014it left an important theoretical gap unaddressed: <em>What specific currency guarantees justice?<\/em><\/p>\n<p>The primary purpose of the EV-BJW scales is to operationalize and validate the input mechanism of justice\u2014namely, whether the universe rewards <strong>instrumental effort<\/strong> (sweat, perseverance, deliberate action) or <strong>moral valence<\/strong> (inherent virtue, ethical goodness, character). In everyday human affairs, an individual can be exceedingly hard-working yet ethically questionable, or exceptionally kind, benevolent, and pure-hearted yet passive or unproductive. When justice is conceptualized as an undifferentiated whole, researchers cannot determine whether an individual expects favorable outcomes because they worked tirelessly to attain them (an agentic, effort-based schema) or because they consider themselves a good person who is ontologically protected from catastrophe (a moral-valence schema).<\/p>\n<p>The EV-BJW scales were developed to serve multiple distinct research and applied functions:<\/p>\n<ul>\n<li><strong>Clarifying Organizational Motivation and Burnout:<\/strong> In industrial and organizational psychology, the distinction between effort-based and valence-based beliefs illuminates how employees navigate reward structures. Employees high in E-BJW are theoretically more inclined to exhibit perseverance, task performance, and dedication under meritocratic systems because they maintain an unshakeable faith that energetic expenditure directly predicts compensation and career advancement. Conversely, in organizational environments where compensation is uncoupled from output, individuals with high E-BJW may experience intense psychological contract breach and distress.<\/li>\n<li><strong>Advancing Clinical and Coping Science:<\/strong> When individuals confront traumatic life events, medical diagnoses, or structural catastrophes, the cognitive disruption depends heavily on their underlying justice heuristic. A high-valence believer facing a medical crisis may suffer profound existential guilt, interpreting physical illness as karmic punishment for unacknowledged moral flaws. Meanwhile, an effort-oriented believer might channel distress into behavioral interventions, active rehabilitation, and systematic problem-solving.<\/li>\n<li><strong>De-biasing Cross-Cultural Assessment:<\/strong> Cross-cultural psychology has long struggled with Western ethnocentric biases in questionnaire design. By drawing upon paremiology (<a href=\"https:\/\/en.wikipedia.org\/wiki\/Proverb\" target=\"_blank\" rel=\"noopener noreferrer\">proverb studies<\/a>), the EV-BJW accesses deeply rooted, idiomatic cultural schemas that natural speakers utilize unconsciously. Chinese proverbs often evoke historical Confucian and Daoist aphorisms regarding diligence and cosmic harmony, while German proverbs reflect Protestant work ethics and long-standing legalistic folk traditions. The EV-BJW bridges these cultural epistemologies within a rigorous psychometric architecture.<\/li>\n<\/ul>\n<h2>5. Psychological Construct<\/h2>\n<p>The EV-BJW measures the just-world construct along two qualitatively distinct cognitive dimensions:<\/p>\n<h3>Effort-Based Belief in a Just World (E-BJW)<\/h3>\n<p>Effort-Based Belief in a Just World is conceptualized as the generalized, stable cognitive conviction that the expenditures of personal energy, time, physical exertion, perseverance, and goal-directed behavioral striving are systematically, predictably, and proportionally rewarded by the environment. E-BJW is rooted in the psychological principle of meritocratic contingency. Under an E-BJW worldview, the universe operates as an objective, responsive feedback mechanism that honors labor. Inaction breeds failure, while sustained persistence guarantees triumph.<\/p>\n<p>This construct is closely linked to, yet conceptually distinct from, <a href=\"https:\/\/en.wikipedia.org\/wiki\/Locus_of_control\" target=\"_blank\" rel=\"noopener noreferrer\">internal locus of control<\/a> and <a href=\"https:\/\/en.wikipedia.org\/wiki\/Self-efficacy\" target=\"_blank\" rel=\"noopener noreferrer\">general self-efficacy<\/a>. While internal locus of control captures the subjective causal attribution that outcomes are contingent upon one&#8217;s own behaviors rather than luck, and self-efficacy captures belief in one&#8217;s capability to execute actions, E-BJW specifically measures the perceived *fairness* and *moral reliability* of the socio-environmental system in compensating those actions. For example, an individual might believe they have high self-efficacy to study 10 hours a day (high efficacy), but believe the grading system is fundamentally corrupt (low E-BJW). Thus, E-BJW uniquely formalizes the systemic reciprocity between energetic investment and equitable return.<\/p>\n<h3>Valence-Based Belief in a Just World (V-BJW)<\/h3>\n<p>Valence-Based Belief in a Just World is defined as the generalized cognitive schema asserting that the ultimate outcomes an individual encounters in life are determined by their intrinsic moral character, behavioral benevolence, and ethical valence. V-BJW reflects the ancient, archetypal human intuition of universal moral equilibrium\u2014often formulated in Eastern philosophies as <a href=\"https:\/\/en.wikipedia.org\/wiki\/Karma\" target=\"_blank\" rel=\"noopener noreferrer\">karma<\/a> or the Mandate of Heaven, and in Western Abrahamic traditions as divine retributive justice or moral providence.<\/p>\n<p>Under a V-BJW schema, good things happen to good people, and adverse events befall wicked people, irrespective of technical skill or physical effort. This dimension directly underpins the phenomenon of <a href=\"https:\/\/en.wikipedia.org\/wiki\/Victim_blaming\" target=\"_blank\" rel=\"noopener noreferrer\">victim blaming<\/a>. When an observer who endorses strong V-BJW witnesses an innocent victim suffering, the cognitive dissonance generated by the apparent breach of moral justice is frequently resolved by retroactively attributing negative moral valence or hidden transgressions to the victim (&#8220;they must have done something wrong to bring this upon themselves&#8221;). Conversely, V-BJW promotes altruism and prosocial behavior by reassuring the actor that ethical conduct possesses protective, positive consequences across the life span.<\/p>\n<table style=\"width:100%; border-collapse:collapse; margin-top:16px; margin-bottom:16px; font-size:14px;\">\n<thead>\n<tr style=\"background-color:#f2f4f8; text-align:left; border-bottom:2px solid #ccc;\">\n<th style=\"padding:10px; border:1px solid #ddd;\">Psychological Dimension<\/th>\n<th style=\"padding:10px; border:1px solid #ddd;\">Core Underlying Axiom<\/th>\n<th style=\"padding:10px; border:1px solid #ddd;\">Primary Attributional Currency<\/th>\n<th style=\"padding:10px; border:1px solid #ddd;\">Behavioral \/ Psychological Correlate<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>Effort-Based BJW (E-BJW)<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">&#8220;Labor and perseverance yield inevitable rewards.&#8221;<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">Energy expenditure, tenacity, sweat equity, physical\/cognitive work.<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">Hard work, persistence, achievement orientation, low learned helplessness.<\/td>\n<\/tr>\n<tr>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>Valence-Based BJW (V-BJW)<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">&#8220;Moral virtue brings blessings; wickedness brings punishment.&#8221;<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">Ethical benevolence, purity of intent, cosmic\/moral status.<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">Victim blaming, moralizing, prosocial compliance, spiritual coping.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>6. Theoretical Framework<\/h2>\n<p>The theoretical architecture of the EV-BJW synthesizes four major paradigms within cognitive and social psychology:<\/p>\n<h3>1. Lerner&#8217;s Just-World Hypothesis and the Personal Contract<\/h3>\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Melvin_J._Lerner\" target=\"_blank\" rel=\"noopener noreferrer\">Melvin J. Lerner<\/a> (1980) postulated that from early childhood, humans engage in a &#8220;personal contract&#8221; with the social environment. To delay immediate gratification and invest in long-term goals, a child must believe that their investments will reliably culminate in desired outcomes. However, Lerner&#8217;s original framework left the currency of this contract somewhat ambiguous: is the contract sustained by adhering to behavioral rules and work tasks, or by adopting socially approved moral attitudes? The EV-BJW resolves this ambiguity by demonstrating that the personal contract operates across two distinct psychological currencies: a task-oriented, utilitarian track (E-BJW) and an ethical, normative track (V-BJW).<\/p>\n<h3>2. Paremiology as a Psychometric Foundation<\/h3>\n<p>A central theoretical innovation of Cheng and colleagues (2023) is the utilization of <a href=\"https:\/\/en.wikipedia.org\/wiki\/Proverb\" target=\"_blank\" rel=\"noopener noreferrer\">proverbs<\/a> as item carriers. Proverbs are defined by linguists as culturally condensed, highly memorable, multi-situational propositions that encapsulate collective wisdom and shared mental models (<a href=\"https:\/\/en.wikipedia.org\/wiki\/Wolfgang_Mieder\" target=\"_blank\" rel=\"noopener noreferrer\">Mieder<\/a>, 2004). Conventional psychometric inventories frequently suffer from artificial sentence constructions that force respondents to deliberate over hypothetical scenarios, inviting social desirability bias or demand characteristics. In contrast, proverbs represent naturalized, pre-compiled cultural scripts that individuals encounter throughout their socialization. By utilizing proverbs that explicitly pair effort with reward (e.g., <em>&#8220;Where there is a will, there is a way&#8221;<\/em>) or moral valence with destiny (e.g., <em>&#8220;Good and evil will have their consequences&#8221;<\/em>), the EV-BJW taps into deeply consolidated, implicit belief systems.<\/p>\n<h3>3. Attribution Theory and Locus of Control<\/h3>\n<p>The EV-BJW interfaces directly with Bernard Weiner&#8217;s <a href=\"https:\/\/en.wikipedia.org\/wiki\/Attribution_(psychology)\" target=\"_blank\" rel=\"noopener noreferrer\">attribution theory<\/a> of achievement motivation. Weiner organized causal attributions along three primary dimensions: locus of causality (internal vs. external), stability (stable vs. unstable), and controllability (controllable vs. uncontrollable). Effort is uniquely characterized as internal, unstable (it can vary from moment to moment), and fully <strong>controllable<\/strong>. Conversely, valence\u2014while internal\u2014is frequently treated by social perceivers as an enduring dispositional state (moral character), which is perceived as less immediately modulatable through mechanical effort. The EV-BJW operationalizes how individuals align their general worldview with these attributional categories.<\/p>\n<h3>4. System Justification and Cultural Worldview Defense<\/h3>\n<p>According to <a href=\"https:\/\/en.wikipedia.org\/wiki\/System_justification\" target=\"_blank\" rel=\"noopener noreferrer\">System Justification Theory<\/a>, individuals maintain cognitive beliefs that rationalize, bolster, and legitimate existing social, economic, and political arrangements. In Western and East Asian capitalistic economies, the meritocratic ethos (E-BJW) is essential for rationalizing socioeconomic hierarchies: economic disparity is legitimized by the assumption that lower-status groups merely lacked diligence. Concurrently, V-BJW serves a metaphysical system-justifying role by reassuring observers that regardless of institutional failures, ultimate cosmic justice balances the scales of human conduct.<\/p>\n<h2>7. Validity<\/h2>\n<p>The psychometric evaluation of the EV-BJW scales across independent Chinese and German cohorts yielded strong empirical support for convergent, discriminant, and incremental validity, alongside evidence for cross-cultural measurement invariance.<\/p>\n<h3>Convergent Validity<\/h3>\n<p>To verify convergent validity, the E-BJW and V-BJW scales were correlated with standard, widely validated just-world inventories, specifically Dalbert&#8217;s (1999) <em>Personal Belief in a Just World<\/em> scale and the <em>General Belief in a Just World (for others)<\/em> scale. In both the Chinese and German adult cohorts, significant positive bivariate correlations were identified between both EV-BJW subscales and the traditional BJW metrics (<span class=\"arabpsy-math-inline\" data-latex=\"r\">$r$<\/span> values ranging between .30 and .55, <span class=\"arabpsy-math-inline\" data-latex=\"p &lt; .001\">$p &lt; .001$<\/span>). This confirmed that both subscales reside within the established nomological network of just-world beliefs.<\/p>\n<h3>Discriminant Validity<\/h3>\n<p>Discriminant validity was established through differential correlation patterns with theoretically distinguished psychological constructs:<\/p>\n<ul>\n<li><strong>Hard Work and Perseverance:<\/strong> E-BJW demonstrated significantly stronger positive correlations with validated measures of hard work, grit, and diligence (<span class=\"arabpsy-math-inline\" data-latex=\"r = .48, p &lt; .001\">$r = .48, p &lt; .001$<\/span>) compared to V-BJW (<span class=\"arabpsy-math-inline\" data-latex=\"r = .21, p &lt; .01\">$r = .21, p &lt; .01$<\/span>).<\/li>\n<li><strong>Locus of Control and Agency:<\/strong> E-BJW correlated strongly with <a href=\"https:\/\/en.wikipedia.org\/wiki\/Locus_of_control\" target=\"_blank\" rel=\"noopener noreferrer\">internal locus of control<\/a> and viewing oneself as the primary source of justice, whereas V-BJW exhibited non-significant or weak associations with internal control, correlating instead with external\/fatalistic locus of control and religiosity\/spiritual balance.<\/li>\n<li><strong>Self-Efficacy:<\/strong> Generalized self-efficacy displayed a robust, statistically superior association with E-BJW relative to V-BJW, demonstrating that belief in effort-based justice is functionally tied to agentic confidence, whereas valence-based justice reflects broader ontological or moral convictions.<\/li>\n<\/ul>\n<h3>Incremental Validity<\/h3>\n<p>Cheng et al. (2023) conducted hierarchical multiple regression analyses to evaluate whether the EV-BJW subscales could predict behavioral effort and work engagement beyond legacy instruments. After controlling for demographic covariates, Personal BJW, and General BJW in Step 1, the entry of E-BJW in Step 2 accounted for a statistically significant amount of unique variance in self-reported and objectively tracked hard work (<span class=\"arabpsy-math-inline\" data-latex=\"\\Delta R^2 = .08, p &lt; .001\">$\\Delta R^2 = .08, p &lt; .001$<\/span>). Neither Personal BJW nor V-BJW was able to account for this unique variance, providing rigorous evidence for the incremental validity of the effort dimension.<\/p>\n<h3>Cross-Cultural Nomological Consistency and Measurement Invariance<\/h3>\n<p>A core psychometric challenge in comparative cross-cultural psychology is ensuring that instruments assess identical latent constructs across divergent languages and linguistic traditions. Cheng et al. subjected the Chinese and German covariance matrices to multigroup structural equation modeling. Nomological consistency was demonstrated: the correlation paths between the latent E-BJW and V-BJW factors and external criterion variables (e.g., self-efficacy, work investment, justice perceptions) exhibited structural parity across both cultural cohorts, confirming that despite localized proverb adaptations, the underlying latent psychological dimensions operate identically.<\/p>\n<h2>8. Reliability<\/h2>\n<p>The EV-BJW scales demonstrate strong internal consistency and reliability estimates across both linguistic versions and diverse demographic cohorts (university undergraduates and employed adults):<\/p>\n<h3>Internal Consistency (Cronbach&#8217;s Alpha)<\/h3>\n<ul>\n<li><strong>Chinese Version (<span class=\"arabpsy-math-inline\" data-latex=\"N = 411\">$N = 411$<\/span>):<\/strong>\n<ul>\n<li><em>Effort-Based Subscale (5 items):<\/em> <span class=\"arabpsy-math-inline\" data-latex=\"\\alpha = .85\">$\\alpha = .85$<\/span>, indicating excellent internal consistency with uniform item-total correlations ranging between <span class=\"arabpsy-math-inline\" data-latex=\".61\">$.61$<\/span> and <span class=\"arabpsy-math-inline\" data-latex=\".72\">$.72$<\/span>.<\/li>\n<li><em>Valence-Based Subscale (4 items):<\/em> <span class=\"arabpsy-math-inline\" data-latex=\"\\alpha = .85\">$\\alpha = .85$<\/span>, demonstrating robust scale coherence.<\/li>\n<\/ul>\n<\/li>\n<li><strong>German Version (<span class=\"arabpsy-math-inline\" data-latex=\"N = 284\">$N = 284$<\/span>):<\/strong>\n<ul>\n<li><em>Effort-Based Subscale (5 items):<\/em> <span class=\"arabpsy-math-inline\" data-latex=\"\\alpha = .85\">$\\alpha = .85$<\/span>, precisely mirroring the reliability obtained in the East Asian sample.<\/li>\n<li><em>Valence-Based Subscale (3 retained items):<\/em> <span class=\"arabpsy-math-inline\" data-latex=\"\\alpha = .76\">$\\alpha = .76$<\/span>. Although slightly lower than the Chinese counterpart, this reliability coefficient exceeds the widely recognized <span class=\"arabpsy-math-inline\" data-latex=\".70\">$.70$<\/span> psychometric threshold for research instruments, particularly for a brief 3-item subscale.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>Standard Error of Measurement and Stability<\/h3>\n<p>The standard error of measurement (SEM) across both subscales was low, reflecting precise estimation across the latent trait continuum. Inter-item correlations within subscales remained within the recommended <span class=\"arabpsy-math-inline\" data-latex=\".35\">$.35$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".65\">$.65$<\/span> window, ensuring that items share substantial common variance without redundant duplication. Corrected item-total correlations confirmed that every retained item contributed meaningfully to the total subscale score without deflating the aggregate alpha coefficient.<\/p>\n<h2>9. Factor Analysis<\/h2>\n<p>The dimensional architecture of the EV-BJW was established using an iterative analytical sequence comprising Exploratory Factor Analysis (EFA) followed by Confirmatory Factor Analysis (CFA).<\/p>\n<h3>Exploratory Factor Analysis (EFA)<\/h3>\n<p>Initial item pools derived from cultural paremiological databases were subjected to principal axis factoring with oblimin (oblique) rotation to allow for natural inter-factor correlations between the two justice facets:<\/p>\n<ul>\n<li><strong>Chinese Cohort:<\/strong> EFA cleanly resolved into the hypothesized two-factor structure. The two extracted factors accounted for <strong>56.88%<\/strong> of the total cumulative variance. Factor 1 corresponded strictly to Effort-Based BJW items (all factor loadings <span class=\"arabpsy-math-inline\" data-latex=\"&gt; .60\">$&gt; .60$<\/span>), while Factor 2 comprised Valence-Based BJW items (all loadings <span class=\"arabpsy-math-inline\" data-latex=\"&gt; .62\">$&gt; .62$<\/span>), with negligible cross-loadings (<span class=\"arabpsy-math-inline\" data-latex=\"&lt; .20\">$&lt; .20$<\/span>).<\/li>\n<li><strong>German Cohort:<\/strong> EFA similarly confirmed a distinct two-factor solution explaining <strong>51.87%<\/strong> of the cumulative variance. The component structure mirrored the theoretical framework, identifying clean separation between effort and valence proverbs.<\/li>\n<\/ul>\n<h3>Confirmatory Factor Analysis (CFA)<\/h3>\n<p>Confirmatory factor analyses were subsequently estimated using maximum likelihood estimation to empirically test the hypothesized two-factor model against alternative competing models (most notably, a single-factor unidimensional BJW model):<\/p>\n<table style=\"width:100%; border-collapse:collapse; margin-top:16px; margin-bottom:16px; font-size:14px;\">\n<thead>\n<tr style=\"background-color:#f2f4f8; text-align:left; border-bottom:2px solid #ccc;\">\n<th style=\"padding:10px; border:1px solid #ddd;\">Model Tested<\/th>\n<th style=\"padding:10px; border:1px solid #ddd;\"><span class=\"arabpsy-math-inline\" data-latex=\"\\chi^2\">$\\chi^2$<\/span><\/th>\n<th style=\"padding:10px; border:1px solid #ddd;\"><span class=\"arabpsy-math-inline\" data-latex=\"df\">$df$<\/span><\/th>\n<th style=\"padding:10px; border:1px solid #ddd;\"><span class=\"arabpsy-math-inline\" data-latex=\"p\">$p$<\/span><\/th>\n<th style=\"padding:10px; border:1px solid #ddd;\">CFI<\/th>\n<th style=\"padding:10px; border:1px solid #ddd;\">NFI<\/th>\n<th style=\"padding:10px; border:1px solid #ddd;\">SRMR<\/th>\n<th style=\"padding:10px; border:1px solid #ddd;\">RMSEA [90% CI]<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>Chinese Sample: 1-Factor Model<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">252.14<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">26<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">&lt; .001<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">.86<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">.84<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">.07<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">.14 [.13, .15]<\/td>\n<\/tr>\n<tr>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>Chinese Sample: Final 2-Factor Model<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">90.03<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">25<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">&lt; .001<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>.96<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>.95<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>.03<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>.08 [.06, .10]<\/strong><\/td>\n<\/tr>\n<tr>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>German Sample: Final 2-Factor Model<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">36.63<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">17<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\">&lt; .01<\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>.97<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>.94<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>.04<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #ddd;\"><strong>.08 [.04, .12]<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>In the Chinese cohort, the two-factor specification yielded a statistically superior fit over the single undifferentiated factor baseline: <span class=\"arabpsy-math-inline\" data-latex=\"\\Delta\\chi^2(1, N=411) = 162.11, p &lt; .001\">$\\Delta\\chi^2(1, N=411) = 162.11, p &lt; .001$<\/span>. Following the targeted removal of one problematic item with high modification indices and residual covariance, the final 9-item model exhibited excellent fit: <span class=\"arabpsy-math-inline\" data-latex=\"\\chi^2(25) = 90.03, p &lt; .001, \\text{SRMR} = .03, \\text{NFI} = .95, \\text{CFI} = .96, \\text{RMSEA} = .08\">$\\chi^2(25) = 90.03, p &lt; .001, \\text{SRMR} = .03, \\text{NFI} = .95, \\text{CFI} = .96, \\text{RMSEA} = .08$<\/span>. For the German cohort, structural optimization resulted in the deletion of two underperforming valence items (V-BJW4* and V-BJW6*), producing an 8-item structure with superior fit: <span class=\"arabpsy-math-inline\" data-latex=\"\\chi^2(17) = 36.63, p &lt; .01, \\text{SRMR} = .04, \\text{NFI} = .94, \\text{CFI} = .97, \\text{RMSEA} = .08\">$\\chi^2(17) = 36.63, p &lt; .01, \\text{SRMR} = .04, \\text{NFI} = .94, \\text{CFI} = .97, \\text{RMSEA} = .08$<\/span>.<\/p>\n<h2>10. Instrument \/ Measurement Tool<\/h2>\n<ul>\n<li><strong>Test Name:<\/strong> Effort- and Valence-Based Just World Beliefs Scales (EV-BJW)<\/li>\n<li><strong>Alternative Titles:<\/strong> E-BJW and V-BJW Scales; Proverb-Based Just World Beliefs Inventory<\/li>\n<li><strong>Authors:<\/strong> Yuan Cheng, Gabriel Nudelman, Kathleen Otto, and Jianhong Ma (2023)<\/li>\n<li><strong>Test Type:<\/strong> Self-report inventory \/ psychological scale<\/li>\n<li><strong>Item Count:<\/strong>\n<ul>\n<li>Chinese Version: 9 items total (5 Effort-Based items, 4 Valence-Based items)<\/li>\n<li>German Version: 8 items retained in final model (5 Effort-Based items, 3 retained Valence-Based items; 2 experimental items deleted during validation)<\/li>\n<\/ul>\n<\/li>\n<li><strong>Subscales:<\/strong>\n<ul>\n<li><strong>Effort-Based Belief in a Just World (E-BJW):<\/strong> Measures the belief that hard work, perseverance, and energy expenditure yield positive life outcomes.<\/li>\n<li><strong>Valence-Based Belief in a Just World (V-BJW):<\/strong> Measures the belief that moral goodness is rewarded and wickedness or evil is punished.<\/li>\n<\/ul>\n<\/li>\n<li><span class=\"arabpsy-eq\" dir=\"ltr\"><strong>Response Scale:<\/strong> Participants indicate their agreement with the items on a 7-point scale, ranging from 1 = strongly disagree to 7 = strongly agree. Administration methods include Electronic and Paper formats<\/span>.<\/li>\n<li><strong>Administration Mode:<\/strong> Self-administered; available in paper-and-pencil questionnaire format or secure electronic survey platforms.<\/li>\n<li><strong>Completion Time:<\/strong> Approximately 3 to 5 minutes.<\/li>\n<li><strong>Target Population:<\/strong> Adults (18 years and older); validated with college students and working organizational adults.<\/li>\n<li><strong>Scoring Procedures:<\/strong>\n<ul>\n<li>All items are positively phrased; no reverse-coding is required.<\/li>\n<li><strong>E-BJW Score:<\/strong> Calculated by averaging the responses to the 5 Effort items (range: 1.00 to 7.00). Higher scores denote stronger faith in effort-outcome contingency.<\/li>\n<li><strong>V-BJW Score:<\/strong> Calculated by averaging the responses to the validated Valence items (Chinese: 4 items; German: 3 retained items; range: 1.00 to 7.00). Higher scores denote stronger belief in moral-valence retribution\/reward.<\/li>\n<li>Subscale scores should be examined independently rather than collapsed into an omnibus aggregate, preserving the distinct psychological profiles of respondents.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>11. Permissions &#038; Fee and Test Year<\/h2>\n<ul>\n<li><strong>Publication Year:<\/strong> 2023<\/li>\n<li><strong>Original Copyright:<\/strong> &copy; 2023 Hogrefe Publishing (European Journal of Psychological Assessment)<\/li>\n<li><strong>Permissions for Research and Teaching:<\/strong> The authors permit the use of the EV-BJW scales free of charge for non-commercial scientific research, academic dissertations, and pedagogical demonstrations. Researchers may administer, reproduce, and translate the inventory without prior written permission, provided formal APA bibliographic attribution is extended to Cheng et al. (2023).<\/li>\n<li><strong>Commercial Licensing:<\/strong> Commercial administration, incorporating the scales within proprietary commercial diagnostic batteries, or organizational consulting platforms requires licensing and formal written consent from the copyright holder and authors.<\/li>\n<li><strong>Correspondence Contact:<\/strong> Dr. Yuan Cheng, NingboTech University, Business School, Qianhu South Road 1, Ningbo, Zhejiang, China 315100; Email: <a href=\"mailto:yuan.ycheng@hotmail.com\">yuan.ycheng@hotmail.com<\/a>.<\/li>\n<\/ul>\n<h2>12. References<\/h2>\n<ul>\n<li>Cheng, Y., Nudelman, G., Otto, K., &amp; Ma, J. (2023). Conceptualization, measurement, and validation of effort- and valence-based just world beliefs. <em>European Journal of Psychological Assessment<\/em>, 39(3), 194\u2013210. <a href=\"https:\/\/doi.org\/10.1027\/1015-5759\/a000703\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1027\/1015-5759\/a000703<\/a><\/li>\n<li>Dalbert, C. (1999). The world is more just for me than generally: About the personal belief in a just world scale&#8217;s validity. <em>Social Justice Research<\/em>, 12(2), 79\u201398. <a href=\"https:\/\/doi.org\/10.1023\/A:1022091609047\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1023\/A:1022091609047<\/a><\/li>\n<li>Lerner, M. J. (1980). <em>The belief in a just world: A fundamental delusion<\/em>. Plenum Press. <a href=\"https:\/\/doi.org\/10.1007\/978-1-4899-0448-5\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1007\/978-1-4899-0448-5<\/a><\/li>\n<li>Mieder, W. (2004). <em>Proverbs: A handbook<\/em>. Greenwood Press.<\/li>\n<li>Miller-Naud&eacute;, C., &amp; Naud&eacute;, J. (2010). The translation of proverbs as cultural symbols: An African perspective. <em>Journal for Semitics<\/em>, 19(2), 529\u2013547.<\/li>\n<li>Rotter, J. B. (1966). Generalized expectancies for internal versus external control of reinforcement. <em>Psychological Monographs: General and Applied<\/em>, 80(1), 1\u201328. <a href=\"https:\/\/doi.org\/10.1037\/h0092976\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1037\/h0092976<\/a><\/li>\n<li>Weiner, B. (1985). An attributional theory of achievement motivation and emotion. <em>Psychological Review<\/em>, 92(4), 548\u2013573. <a href=\"https:\/\/doi.org\/10.1037\/0033-295X.92.4.548\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1037\/0033-295X.92.4.548<\/a><\/li>\n<\/ul>\n<h2>13. Items of the Scale<\/h2>\n<div class=\"wpt-scale-items-container\" style=\"direction:ltr; text-align:left; font-family:sans-serif;\">\n<p><span class=\"arabpsy-eq\" dir=\"ltr\"><strong>Response Scale:<\/strong> Participants indicate their agreement with the items on a 7-point scale, ranging from 1 = strongly disagree to 7 = strongly agree. Administration methods include Electronic and Paper formats<\/span>.<\/p>\n<div style=\"display:flex; justify-content:space-between; max-width:650px; background:#f0f4f8; padding:8px 14px; border-radius:6px; margin-bottom:20px; font-weight:600; font-size:13px; color:#2d3748;\">\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span>1 = Strongly disagree<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span>2 = Disagree<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span>3 = Somewhat disagree<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span>4 = Neutral<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span>5 = Somewhat agree<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span>6 = Agree<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span>7 = Strongly agree<\/span><\/span>\n  <\/div>\n<h3>Chinese Version (English Translations)<\/h3>\n<h4 style=\"margin-bottom:8px; color:#1a365d;\">Subscale 1: Effort-Based BJW (E-BJW)<\/h4>\n<ol style=\"line-height:1.8; margin-top:4px; margin-bottom:16px;\">\n<li>Nothing is impossible to a willing heart<\/li>\n<li>The more work, the greater pay. All the efforts will be paid off<\/li>\n<li>Where there is a will, there is a way. Persistent effort leads to success<\/li>\n<li>Gold always shines<\/li>\n<li>Those that seed will certainly harvest<\/li>\n<\/ol>\n<h4 style=\"margin-bottom:8px; color:#1a365d;\">Subscale 2: Valence-Based BJW (V-BJW)<\/h4>\n<ol style=\"line-height:1.8; margin-top:4px; margin-bottom:24px;\">\n<li>Heaven sees how people act. Good and evil will have their consequences<\/li>\n<li>What goes around comes around. The world is fair<\/li>\n<li>The world is just, good men will always receive good judgment<\/li>\n<li>Justice has long arms: Evil men can never escape their punishment<\/li>\n<\/ol>\n<hr style=\"border:0; border-top:1px solid #e2e8f0; margin:24px 0;\" \/>\n<h3>German Version (English Translations)<\/h3>\n<h4 style=\"margin-bottom:8px; color:#1a365d;\">Subscale 1: Effort-Based BJW (E-BJW)<\/h4>\n<ol style=\"line-height:1.8; margin-top:4px; margin-bottom:16px;\">\n<li>Everything is possible to a willing heart<\/li>\n<li>Hard work pays off<\/li>\n<li>Where there is will, there is a way<\/li>\n<li>No pain, no gain<\/li>\n<li>Persistent effort leads to success<\/li>\n<\/ol>\n<h4 style=\"margin-bottom:8px; color:#1a365d;\">Subscale 2: Valence-Based BJW (V-BJW)<\/h4>\n<ol style=\"line-height:1.8; margin-top:4px; margin-bottom:16px;\">\n<li>Good and evil have their consequences<\/li>\n<li>Punishment follows the crime<\/li>\n<li>Good people go to heaven<\/li>\n<li style=\"font-style:italic; color:#718096;\">What goes around comes around *<\/li>\n<li>Everyone should do the right thing<\/li>\n<li style=\"font-style:italic; color:#718096;\">A lie has no legs *<\/li>\n<li>Evil men will definitely get their punishment<\/li>\n<\/ol>\n<p style=\"font-size:13px; color:#4a5568; margin-top:8px;\"><em>Note.<\/em> Italicized items and items with an asterisk (*) were deleted in the final German structural equation model due to psychometric refinement.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The Effort- and Valence-Based Just World Beliefs Scales (EV-BJW) measure belief in a just world along two distinct dimensions: effort-based beliefs (labor yields rewards) and valence-based beliefs (virtue yields rewards, evil yields punishment). Based on cultural proverbs in Chinese and German, this guide explores the psychometrics, validity, and full item inventories of the scale.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","categories":[858,2,79],"tags":[1528,692,23749,23748,23747,23751,770,23750],"class_list":["post-7948","psych_scale","type-psych_scale","status-publish","hentry","category-personality-assessment","category-psychometrics","category-social-psychology","tag-belief-in-a-just-world","tag-cross-cultural-psychology","tag-effort-based-bjw","tag-ev-bjw","tag-just-world-hypothesis","tag-proverbs","tag-psychological-testing","tag-valence-based-bjw"],"_links":{"self":[{"href":"https:\/\/ashadocs.org\/index.php?rest_route=\/wp\/v2\/psych_scale\/7948","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ashadocs.org\/index.php?rest_route=\/wp\/v2\/psych_scale"}],"about":[{"href":"https:\/\/ashadocs.org\/index.php?rest_route=\/wp\/v2\/types\/psych_scale"}],"author":[{"embeddable":true,"href":"https:\/\/ashadocs.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7948"}],"version-history":[{"count":0,"href":"https:\/\/ashadocs.org\/index.php?rest_route=\/wp\/v2\/psych_scale\/7948\/revisions"}],"wp:attachment":[{"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7948"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7948"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7948"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}