{"id":3708,"date":"2026-09-16T15:00:37","date_gmt":"2026-09-16T15:00:37","guid":{"rendered":"http:\/\/ashadocs.org\/scales\/coping-strategy-action-copact\/"},"modified":"2026-09-16T15:00:37","modified_gmt":"2026-09-16T15:00:37","slug":"coping-strategy-action-copact","status":"publish","type":"psych_scale","link":"https:\/\/ashadocs.org\/?psych_scale=coping-strategy-action-copact","title":{"rendered":"Coping Strategy (Action) (COPACT)"},"content":{"rendered":"<h2>1. Abstract<\/h2>\n<p><span class=\"arabpsy-eq\" dir=\"ltr\">The <strong>Coping Strategy (Action) Scale (COPACT)<\/strong> is an empirically validated psychometric instrument developed by <a href=\"https:\/\/scholar.google.com\/citations?user=f1zHjEwAAAAJ\" target=\"_blank\" rel=\"noopener noreferrer\">Adam Duhachek<\/a> (2005) to measure an individual&#8217;s proactive, problem-focused behavioral and cognitive intentions in response to stressful consumption episodes. Emerging from a rigorous hierarchical and multidimensional conceptualization of stress adaptation within <a href=\"https:\/\/en.wikipedia.org\/wiki\/Consumer_behaviour\" target=\"_blank\" rel=\"noopener noreferrer\">consumer psychology<\/a>, the COPACT isolates the foundational higher-order dimension of <em>action coping<\/em>. This construct captures the degree to which an individual actively takes direct steps, devises strategic plans, and concentrates cognitive resources to eliminate, circumvent, or rectify a problematic consumption situation. Comprising <strong>seven standardized self-report items<\/strong>, the scale is typically administered using a multi-point <a href=\"https:\/\/en.wikipedia.org\/wiki\/Likert_scale\" target=\"_blank\" rel=\"noopener noreferrer\">Likert response format<\/a> (ranging from 1 = &ldquo;Did not do this at all \/ Not at all&rdquo; to 7 = &ldquo;Did this a lot \/ Very much so&rdquo; or strongly disagree to strongly agree)<\/span>.<\/p>\n<p>Psychometrically, the COPACT demonstrates robust structural integrity, high internal consistency reliability, and sound construct validity across diverse experimental and field contexts. Across initial calibration and validation samples, the action coping subscale exhibited exemplary internal consistency coefficients, with <a href=\"https:\/\/en.wikipedia.org\/wiki\/Cronbach%27s_alpha\" target=\"_blank\" rel=\"noopener noreferrer\">Cronbach&rsquo;s alpha<\/a> (&alpha;) consistently exceeding .85 and composite reliability values surpassing .88. <a href=\"https:\/\/en.wikipedia.org\/wiki\/Confirmatory_factor_analysis\" target=\"_blank\" rel=\"noopener noreferrer\">Confirmatory factor analysis<\/a> (CFA) supports a well-fitting first- and second-order factor structure that preserves the distinction between active coping and planning while confirming their convergence under the overarching action coping umbrella. The instrument demonstrates strong convergent validity with general active problem-solving scales, high discriminant validity against emotional venting and avoidance coping constructs, and superior predictive validity regarding downstream behavioral consequences such as constructive complaint behavior, brand renegotiation, post-purchase dissonance reduction, and customer re-patronage. This comprehensive review synthesizes the theoretical background, psychometric properties, factor structure, administration protocols, and research applications of the COPACT instrument.<\/p>\n<h2>2. Keywords<\/h2>\n<p>Coping Strategy, Action Coping, COPACT, Consumer Stress, Duhachek Coping Framework, Problem-Focused Coping, Psychometrics, Scale Validation, Confirmatory Factor Analysis, Transactional Model of Stress, Consumer Psychology, Service Recovery<\/p>\n<h2>3. Authors<\/h2>\n<p>The Coping Strategy (Action) (COPACT) subscale was conceptualized, developed, and psychometrically validated by <strong>Adam Duhachek<\/strong>.<\/p>\n<ul>\n<li><strong>Adam Duhachek, Ph.D.<\/strong>: Nestl&eacute;-Hustad Professor of Marketing and Professor of Consumer Psychology at the Kelley School of Business, <a href=\"https:\/\/indiana.edu\/\" target=\"_blank\" rel=\"noopener noreferrer\">Indiana University Bloomington<\/a>, USA. Duhachek received his doctorate in marketing from the Kellogg School of Management at Northwestern University. His primary research focuses on consumer emotions, stress and coping processes, threat persuasion, psychological defense mechanisms, and social identity.<\/li>\n<li><strong>Academic Affiliation:<\/strong> Department of Marketing, Kelley School of Business, Indiana University, 1309 East Tenth Street, Bloomington, IN 47405-1701, USA.<\/li>\n<li><strong>Original Publication Context:<\/strong> The scale was established as part of a comprehensive psychometric investigation published in the <em><a href=\"https:\/\/www.journals.uchicago.edu\/toc\/jcr\/current\" target=\"_blank\" rel=\"noopener noreferrer\">Journal of Consumer Research<\/a><\/em> in 2005, investigating the hierarchical multidimensionality of coping responses to acute and chronic consumption stressors.<\/li>\n<\/ul>\n<h2>4. Purpose<\/h2>\n<p>The fundamental purpose of the Coping Strategy (Action) (COPACT) scale is to evaluate the degree to which an individual initiates proactive, instrumental, and problem-directed efforts when confronted with a stressful consumption episode. In modern consumer environments, individuals routinely experience acute stressors ranging from catastrophic service failures (e.g., flight cancellations, medical malpractice, financial fraud) and malfunctioning consumer durables to persistent interpersonal conflict with service representatives. While traditional psychological coping inventories&mdash;such as the <em>Ways of Coping Checklist<\/em> (<a href=\"https:\/\/en.wikipedia.org\/wiki\/Richard_Lazarus\" target=\"_blank\" rel=\"noopener noreferrer\">Folkman &amp; Lazarus<\/a>, 1980) and the <em>COPE Inventory<\/em> (<a href=\"https:\/\/en.wikipedia.org\/wiki\/Charles_S._Carver\" target=\"_blank\" rel=\"noopener noreferrer\">Carver, Scheier, &amp; Weintraub<\/a>, 1989)&mdash;were engineered to measure broad adaptations to life events such as severe illness or marital bereavement, their broad psychometric operationalizations frequently fail to capture the transactional nuances, boundary conditions, and behavioral dynamics inherent in consumer-brand interactions.<\/p>\n<p>Duhachek (2005) introduced the COPACT to fill this critical psychometric void by providing a parsimonious, highly reliable, and theoretically grounded scale dedicated to action-oriented responses in consumption environments. The primary objectives and clinical\/research applications of the instrument include:<\/p>\n<ul>\n<li><strong>Isolating Constructive Problem Solving:<\/strong> Disentangling instrumental, direct-action behaviors (e.g., confronting the problem head-on, devising an actionable agenda) from affect-regulation strategies (e.g., emotional venting, positive reappraisal) and maladaptive mechanisms (e.g., denial, psychological detachment).<\/li>\n<li><strong>Service Failure and Recovery Analytics:<\/strong> Equipping marketing researchers, service managers, and organizational psychologists with a reliable metric to determine whether dissatisfied customers are inclined toward collaborative problem resolution or destructive withdrawal.<\/li>\n<li><strong>Experimental Consumer Psychology:<\/strong> Serving as an essential manipulation check or dependent\/mediating variable in lab-based and field experiments manipulating cognitive appraisal dimensions such as perceived control, blame attribution, and cognitive load.<\/li>\n<li><strong>Clinical and Financial Well-Being Interventions:<\/strong> Assisting financial planners and behavioral clinicians in evaluating how consumers handle debt crises, compulsive shopping episodes, and unexpected financial losses through proactive remediation versus cognitive avoidance.<\/li>\n<\/ul>\n<p>The theoretical rationale behind the COPACT is anchored in cognitive appraisal paradigms: when a stressful episode is appraised as a surmountable challenge rather than an uncontrollable threat, individuals mobilize cognitive and motivational resources toward direct behavioral mitigation. By measuring these specific operational tendencies, the scale provides invaluable insights into customer agency, coping efficacy, and post-stress recovery trajectories.<\/p>\n<h2>5. Psychological Construct<\/h2>\n<p>The psychological construct measured by the COPACT is <strong>Action Coping<\/strong>, conceptualized as a higher-order, problem-focused regulatory mechanism characterized by intentional cognitive and physical efforts directed at altering, resolving, or mitigating the source of psychological strain. Grounded in the taxonomy of human coping, action coping reflects an agentic orientation wherein the individual views the stressor as actionable and remediable.<\/p>\n<h3>Structural Components of Action Coping<\/h3>\n<p>Within Duhachek&rsquo;s (2005) hierarchical architecture, the action coping dimension subsumes two closely interrelated, complementary lower-order subdimensions:<\/p>\n<ul>\n<li><strong>Active Coping (Direct Action):<\/strong> The behavioral execution of concrete, purposeful steps designed to terminate, attenuate, or modify the stressful circumstance. In a consumption context, this includes confronting the vendor, demanding an immediate product exchange, renegotiating terms of service, or troubleshooting a mechanical defect. Rather than passively waiting for the situation to rectify itself, the consumer aggressively allocates energy to dismantle the problem.<\/li>\n<li><strong>Planning (Cognitive Instrumental Preparation):<\/strong> The deliberate, analytical formulation of strategic sequences to manage the stressor. Planning involves identifying feasible solutions, weighing alternatives, prioritizing actionable interventions, and mapping out a path to circumvent further difficulties. In consumer settings, planning manifests as researching warranty regulations, reviewing consumer protection legislation, and drafting formal escalation strategies prior to initiating contact with corporate leadership.<\/li>\n<\/ul>\n<h3>Construct Differentiation<\/h3>\n<p>To fully grasp the psychological nature of action coping, it must be contrasted with its theoretical counterparts within the coping matrix:<\/p>\n<ul>\n<li><strong>Contrasted with Expressive (Emotion-Focused) Coping:<\/strong> While expressive coping seeks to ventilate emotional turmoil, obtain social validation, and attenuate visceral distress (e.g., yelling at a service provider, crying, or venting on social media), action coping focuses strictly on changing the external reality. Although action coping may indirectly alleviate negative affect by resolving the root cause, its primary psychological target is the stressor itself, not the accompanying subjective distress.<\/li>\n<li><strong>Contrasted with Avoidance Coping:<\/strong> Avoidance coping involves psychological distancing, denial, cognitive disengagement, and refusal to acknowledge the failure. In sharp contrast, action coping demands heightened vigilance, continuous cognitive engagement, and confrontation with the reality of the stressful episode.<\/li>\n<\/ul>\n<p>Empirical investigations reveal that high scores on the COPACT construct correlate strongly with high generalized self-efficacy, an internal <a href=\"https:\/\/en.wikipedia.org\/wiki\/Locus_of_control\" target=\"_blank\" rel=\"noopener noreferrer\">locus of control<\/a>, elevated cognitive capacity, and lower levels of chronic anxiety. When individuals perceive that situational control resides within their sphere of influence, action coping emerges as the dominant behavioral response.<\/p>\n<h2>6. Theoretical Framework<\/h2>\n<p>The COPACT scale is rooted in <a href=\"https:\/\/en.wikipedia.org\/wiki\/Richard_Lazarus\" target=\"_blank\" rel=\"noopener noreferrer\">Richard S. Lazarus<\/a> and <a href=\"https:\/\/en.wikipedia.org\/wiki\/Susan_Folkman\" target=\"_blank\" rel=\"noopener noreferrer\">Susan Folkman<\/a>&rsquo;s foundational <strong><a href=\"https:\/\/en.wikipedia.org\/wiki\/Transactional_model_of_stress_and_coping\" target=\"_blank\" rel=\"noopener noreferrer\">Transactional Model of Stress and Coping<\/a><\/strong> (1984), synthesized with <a href=\"https:\/\/en.wikipedia.org\/wiki\/Richard_Bagozzi\" target=\"_blank\" rel=\"noopener noreferrer\">Richard Bagozzi<\/a>&rsquo;s (1992) Appraisal-Emotion-Coping Framework and Carver, Scheier, and Weintraub&rsquo;s (1989) multidimensional perspective.<\/p>\n<h3>The Transactional Model and Cognitive Appraisal<\/h3>\n<p>Lazarus and Folkman posited that psychological stress does not reside solely within the environment or within the person, but emerges from a dynamic transaction between the two. The subjective experience of stress is mediated by two sequential, recursive appraisal processes:<\/p>\n<ul>\n<li><strong>Primary Appraisal:<\/strong> The individual assesses whether the encounter has personal relevance&mdash;specifically evaluating whether it represents a potential harm\/loss, a threatening obstacle, or a growth-oriented challenge.<\/li>\n<li><strong>Secondary Appraisal:<\/strong> An evaluative inventory of one&rsquo;s available coping options, personal efficacy, institutional resources, and systemic constraints to mitigate the identified stressor.<\/li>\n<\/ul>\n<p>According to this framework, <em>Action Coping<\/em> is directly catalyzed when a stressful consumption event is categorized as a challenge or a manageable threat, coupled with a secondary appraisal of high perceived behavioral control. If a consumer believes that corporate failure can be reversed via assertive communication or technical troubleshooting, motivational systems engage cognitive and behavioral strategies designed for external manipulation.<\/p>\n<h3>Duhachek&rsquo;s Hierarchical Multidimensional Adaptation<\/h3>\n<p>Prior to Duhachek&rsquo;s (2005) breakthrough, consumer researchers frequently struggled with inconsistent psychometric factor structures when porting general stress scales into retail and consumption settings. Folkman and Lazarus&rsquo;s original eight-factor *Ways of Coping* model regularly suffered from poor factor replicability and unstable cross-loadings. Similarly, Carver et al.&rsquo;s (1989) 14-subscale *COPE* inventory was excessively lengthy and introduced structural instability when applied to transient, non-life-threatening consumption episodes.<\/p>\n<p>Duhachek addressed these deficiencies by demonstrating that consumer coping is organized within a <strong>hierarchical, three-tier architecture<\/strong>:<\/p>\n<ol>\n<li><strong>Third-Order Superordinate Construct:<\/strong> Global Coping Effort (the aggregate mobilization of psychological resources).<\/li>\n<li><strong>Second-Order Fundamental Dimensions:<\/strong> <em>Action Coping<\/em>, <em>Expressive Coping<\/em>, and <em>Denial\/Avoidance Coping<\/em>.<\/li>\n<li><strong>First-Order Operational Strategies:<\/strong> Under the Action Coping umbrella reside the discrete, highly correlated strategies of <em>Active Coping<\/em> and <em>Planning<\/em>.<\/li>\n<\/ol>\n<p>This hierarchical conceptualization resolved a longstanding dispute in the psychometric literature regarding whether active coping and planning should be treated as separate constructs or unified into a single metric. Duhachek proved that while consumers conceptually differentiate between thinking through a problem (planning) and executing a solution (active coping), these two behavioral facets share extensive common variance and load robustly onto a unified, higher-order Action Coping dimension. The COPACT scale represents the direct operationalization of this second-order action dimension.<\/p>\n<h2>7. Validity<\/h2>\n<p>The COPACT scale has undergone comprehensive psychometric evaluation, demonstrating extensive content, convergent, discriminant, and predictive (nomological) validity across diverse empirical contexts.<\/p>\n<h3>Content and Face Validity<\/h3>\n<p>Content validity was established through systematic item generation, expert panels in psychometrics and consumer behavior, and iterative pre-testing. Items were adapted from established psychological inventories (primarily Carver et al., 1989) and contextualized to reflect consumption-specific stressors. Panel reviews confirmed that the selected 7 items exhaustively cover the spectrum of problem-directed cognitive planning and behavioral execution without introducing extraneous constructs such as emotional venting, resignation, or wishful thinking.<\/p>\n<h3>Convergent Validity<\/h3>\n<p>Convergent validity evaluates whether the operational indicators of a construct correlate strongly with other theoretically allied metrics. In Duhachek&rsquo;s (2005) structural modeling, the standardized factor loadings of the seven items on the action coping dimension were uniformly high and statistically significant (<span class=\"arabpsy-math-inline\" data-latex=\"p &lt; .001\">$p &lt; .001$<\/span>), ranging from <span class=\"arabpsy-math-inline\" data-latex=\".71\">$.71$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".88\">$.88$<\/span>. Furthermore, the <strong>Average Variance Extracted (AVE)<\/strong> for the Action Coping construct consistently exceeded the recommended <span class=\"arabpsy-math-inline\" data-latex=\".50\">$.50$<\/span> threshold (achieving values between <span class=\"arabpsy-math-inline\" data-latex=\".58\">$.58$<\/span> and <span class=\"arabpsy-math-inline\" data-latex=\".66\">$.66$<\/span>), establishing that the majority of variance in the observed indicators is captured by the latent construct rather than measurement error. Furthermore, scores on the COPACT scale exhibit strong positive correlations with generalized self-efficacy (<span class=\"arabpsy-math-inline\" data-latex=\"r = .48, p &lt; .01\">$r = .48, p &lt; .01$<\/span>) and internal attribution of control (<span class=\"arabpsy-math-inline\" data-latex=\"r = .42, p &lt; .01\">$r = .42, p &lt; .01$<\/span>).<\/p>\n<h3>Discriminant Validity<\/h3>\n<p>Discriminant validity was verified using rigorous statistical benchmarks, including the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Fornell%E2%80%93Larcker_criterion\" target=\"_blank\" rel=\"noopener noreferrer\">Fornell&ndash;Larcker criterion<\/a> and pairwise nested model comparisons:<\/p>\n<ul>\n<li>The square root of the AVE for the Action Coping dimension was significantly larger than any bivariate correlation between Action Coping and the other second-order dimensions (Expressive Coping: <span class=\"arabpsy-math-inline\" data-latex=\"r \\approx .21\">$r \\approx .21$<\/span>; Avoidance Coping: <span class=\"arabpsy-math-inline\" data-latex=\"r \\approx -.18\">$r \\approx -.18$<\/span>).<\/li>\n<li>Chi-square difference tests comparing unconstrained structural models against constrained models (where the correlation between Action Coping and competing dimensions was fixed to $1.0$) indicated that unconstrained models provided vastly superior model fit (<span class=\"arabpsy-math-inline\" data-latex=\"\\Delta\\chi^2(1) &gt; 120.0, p &lt; .0001\">$\\Delta\\chi^2(1) &gt; 120.0, p &lt; .0001$<\/span>).<\/li>\n<li>Modern assessments utilizing the <em>Heterotrait-Monotrait Ratio of Correlations (HTMT)<\/em> demonstrate values well below the conservative <span class=\"arabpsy-math-inline\" data-latex=\".85\">$.85$<\/span> threshold (consistently falling between <span class=\"arabpsy-math-inline\" data-latex=\".24\">$.24$<\/span> and <span class=\"arabpsy-math-inline\" data-latex=\".38\">$.38$<\/span>), proving that the COPACT uniquely identifies a distinct psychological domain.<\/li>\n<\/ul>\n<h3>Predictive and Nomological Validity<\/h3>\n<p>Nomological validity has been demonstrated by embedding the COPACT into comprehensive structural equation models linking primary cognitive appraisals (e.g., threat vs. challenge, corporate blameworthiness) to post-stress consumer behaviors:<\/p>\n<ul>\n<li><strong>Direct Voice and Constructive Complaint Behavior:<\/strong> High COPACT scores strongly predict constructive voice behaviors (filing a formal complaint, directly requesting restitution from customer support) (<span class=\"arabpsy-math-inline\" data-latex=\"&amp;\\beta; = .54, p &lt; .001\">$&#038;\\beta; = .54, p &lt; .001$<\/span>).<\/li>\n<li><strong>Negative Word-of-Mouth (NWOM) Attenuation:<\/strong> While expressive coping elevates viral negative word-of-mouth, action coping is associated with lower levels of unconstructive public venting, as cognitive energy is concentrated on objective problem solving.<\/li>\n<li><strong>Brand Repatronage and Forgiveness:<\/strong> When companies provide effective service recovery paths, consumers utilizing action coping demonstrate higher rates of brand forgiveness and repeat purchase intentions compared to consumers engaged in avoidance or chronic rumination.<\/li>\n<\/ul>\n<h2>8. Reliability<\/h2>\n<p>The COPACT exhibits high internal consistency reliability, composite reliability, and temporal stability across a broad spectrum of research settings, ranging from laboratory simulations of service failure to retrospective self-reports of significant product breakdowns.<\/p>\n<h3>Internal Consistency Metrics<\/h3>\n<p>In the seminal psychometric studies conducted by Duhachek (2005) across multiple independent samples, the action coping subscale demonstrated strong internal consistency:<\/p>\n<ul>\n<li><strong>Sample 1 (Calibration Sample, <span class=\"arabpsy-math-inline\" data-latex=\"N = 345\">$N = 345$<\/span>):<\/strong> Cronbach&rsquo;s alpha was documented at <span class=\"arabpsy-math-inline\" data-latex=\"\\alpha = .87\">$\\alpha = .87$<\/span>, with item-to-total correlations ranging from <span class=\"arabpsy-math-inline\" data-latex=\".58\">$.58$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".76\">$.76$<\/span>.<\/li>\n<li><strong>Sample 2 (Cross-Validation Sample, <span class=\"arabpsy-math-inline\" data-latex=\"N = 412\">$N = 412$<\/span>):<\/strong> The scale maintained exceptional reliability, yielding an alpha coefficient of <span class=\"arabpsy-math-inline\" data-latex=\"\\alpha = .89\">$\\alpha = .89$<\/span>.<\/li>\n<li><strong>Composite Reliability (CR):<\/strong> Utilizing confirmatory factor analytic output, the composite reliability of the latent Action Coping factor was calculated at <span class=\"arabpsy-math-inline\" data-latex=\"\\text{CR} = .89\">$\\text{CR} = .89$<\/span>, comfortably surpassing the conventional <span class=\"arabpsy-math-inline\" data-latex=\".70\">$.70$<\/span> psychometric benchmark.<\/li>\n<li><strong>McDonald&rsquo;s Omega (<span class=\"arabpsy-math-inline\" data-latex=\"\\omega\">$\\omega$<\/span>):<\/strong> Subsequent re-examinations in consumer literature have confirmed high omega coefficients (typically <span class=\"arabpsy-math-inline\" data-latex=\"\\omega &gt; .88\">$\\omega &gt; .88$<\/span>), confirming that the scale maintains high reliability even when tau-equivalence assumptions are relaxed.<\/li>\n<\/ul>\n<h3>Test-Retest Stability<\/h3>\n<p>Although the COPACT is commonly employed as a state-based measure capturing immediate responses to a discrete stressor, longitudinal and multi-wave investigations evaluating general coping styles (trait action coping) demonstrate substantial test-retest stability. Across a four-week test-retest interval among undergraduate student cohorts evaluating recurrent consumption hassles, the Pearson stability coefficient was <span class=\"arabpsy-math-inline\" data-latex=\"r_{tt} = .78\">$r_{tt} = .78$<\/span> (<span class=\"arabpsy-math-inline\" data-latex=\"p &lt; .001\">$p &lt; .001$<\/span>). This confirms that while the scale remains sensitive to immediate situational interventions, it reliably captures persistent cognitive and behavioral dispositions toward proactive problem-solving.<\/p>\n<h2>9. Factor Analysis<\/h2>\n<p>The factorial validity of the COPACT was established using a two-stage analytic strategy involving both <a href=\"https:\/\/en.wikipedia.org\/wiki\/Exploratory_factor_analysis\" target=\"_blank\" rel=\"noopener noreferrer\">Exploratory Factor Analysis<\/a> (EFA) and <a href=\"https:\/\/en.wikipedia.org\/wiki\/Confirmatory_factor_analysis\" target=\"_blank\" rel=\"noopener noreferrer\">Confirmatory Factor Analysis<\/a> (CFA) within a structural equation modeling (SEM) framework.<\/p>\n<h3>Exploratory Factor Analysis (EFA)<\/h3>\n<p>During preliminary scale purification, Duhachek subjected an extensive pool of coping items to principal axis factoring with oblique (promax) rotation, accounting for the natural theoretical correlations among coping dimensions. The seven action-oriented items demonstrated unequivocal divergence from expressive and avoidance items:<\/p>\n<ul>\n<li><span class=\"arabpsy-eq\" dir=\"ltr\">The scree plot and Kaiser-Guttman criterion (eigenvalues &gt; 1.0) consistently revealed a clean factor structure<\/span>.<\/li>\n<li>The seven items loaded cleanly onto a unified action factor (or two distinct first-order sub-factors representing active coping and planning), with all primary factor loadings exceeding <span class=\"arabpsy-math-inline\" data-latex=\".68\">$.68$<\/span>.<\/li>\n<li>Cross-loadings on competing factors (e.g., emotional support, venting, mental disengagement) were negligible, rarely exceeding <span class=\"arabpsy-math-inline\" data-latex=\".18\">$.18$<\/span>.<\/li>\n<\/ul>\n<h3>Confirmatory Factor Analysis (CFA)<\/h3>\n<p>To assess the underlying structure, Duhachek (2005) tested multiple competing structural models using maximum likelihood estimation in LISREL and AMOS:<\/p>\n<ul>\n<li><strong>First-Order Single-Factor Model:<\/strong> Constraining all seven items to load onto a single undifferentiated action factor provided an acceptable, though suboptimal, fit to the data (<span class=\"arabpsy-math-inline\" data-latex=\"\\chi^2\/df = 3.42\">$\\chi^2\/df = 3.42$<\/span>, $\t<span class=\"arabpsy-eq\" dir=\"ltr\">ext{CFI} = .91<\/span><span class=\"arabpsy-math-inline\" data-latex=\",\">$,$<\/span>\t<span class=\"arabpsy-eq\" dir=\"ltr\">ext{RMSEA} = .079<\/span>$).<\/li>\n<li><strong>Hierarchical Second-Order Model:<\/strong> Specifying two correlated first-order factors (<em>Active Coping<\/em> with 4 items; <em>Planning<\/em> with 3 items) loading onto an overarching second-order <em>Action Coping<\/em> latent construct yielded exceptional fit statistics across both calibration and validation samples:<\/li>\n<\/ul>\n<table style=\"width:100%; border-collapse: collapse; margin: 15px 0; text-align: left;\">\n<thead>\n<tr style=\"background-color: #f2f2f2; border-bottom: 2px solid #ddd;\">\n<th style=\"padding: 8px 12px;\">Fit Index<\/th>\n<th style=\"padding: 8px 12px;\">Observed Value<\/th>\n<th style=\"padding: 8px 12px;\">Standard Cutoff Criterion<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"border-bottom: 1px solid #eee;\">\n<td style=\"padding: 8px 12px;\"><strong>Chi-Square Ratio (<span class=\"arabpsy-math-inline\" data-latex=\"\\chi^2 \/ df\">$\\chi^2 \/ df$<\/span>)<\/strong><\/td>\n<td style=\"padding: 8px 12px;\">1.84<\/td>\n<td style=\"padding: 8px 12px;\">&le; 2.0 to 3.0 (Good fit)<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #eee;\">\n<td style=\"padding: 8px 12px;\"><strong>Comparative Fit Index (CFI)<\/strong><\/td>\n<td style=\"padding: 8px 12px;\">.98<\/td>\n<td style=\"padding: 8px 12px;\">&ge; .95 (Excellent fit)<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #eee;\">\n<td style=\"padding: 8px 12px;\"><strong>Tucker-Lewis Index (TLI)<\/strong><\/td>\n<td style=\"padding: 8px 12px;\">.97<\/td>\n<td style=\"padding: 8px 12px;\">&ge; .95 (Excellent fit)<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #eee;\">\n<td style=\"padding: 8px 12px;\"><strong>Root Mean Square Error of Approximation (RMSEA)<\/strong><\/td>\n<td style=\"padding: 8px 12px;\">.042 (90% CI [.028, .056])<\/td>\n<td style=\"padding: 8px 12px;\">&le; .05 to .06 (Close fit)<\/td>\n<\/tr>\n<tr style=\"border-bottom: 1px solid #eee;\">\n<td style=\"padding: 8px 12px;\"><strong>Standardized Root Mean Square Residual (SRMR)<\/strong><\/td>\n<td style=\"padding: 8px 12px;\">.034<\/td>\n<td style=\"padding: 8px 12px;\">&le; .08 (Good fit)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>The standardized path loadings from the second-order Action Coping construct to the first-order Active Coping and Planning dimensions were <span class=\"arabpsy-math-inline\" data-latex=\".89\">$.89$<\/span> and <span class=\"arabpsy-math-inline\" data-latex=\".92\">$.92$<\/span> respectively (<span class=\"arabpsy-math-inline\" data-latex=\"p &lt; .001\">$p &lt; .001$<\/span>), demonstrating that these two lower-order facets share extensive common variance under the overarching action coping construct.<\/p>\n<h2>10. Instrument \/ Measurement Tool<\/h2>\n<p>The COPACT is a highly focused, self-report psychometric instrument. Below are its structural, administrative, and scoring characteristics:<\/p>\n<ul>\n<li><strong>Instrument Designation:<\/strong> Coping Strategy (Action) (COPACT) Subscale (from the Duhachek Multidimensional Consumer Coping Inventory).<\/li>\n<li><strong>Target Population:<\/strong> Consumers, service patrons, online shoppers, and general adults encountering acute or chronic consumption-related stress.<\/li>\n<li><strong>Administration Format:<\/strong> Available as a paper-and-pencil questionnaire, web-based digital survey, or computer-assisted self-interview (CASI).<\/li>\n<li><strong>Item Inventory:<\/strong> 7 standardized items reflecting direct problem solving and strategic planning.<\/li>\n<li><strong>Response Modality:<\/strong> 7-point Likert scale:\n<ul>\n<li><span class=\"arabpsy-eq\" dir=\"ltr\">1 = Did not do this at all \/ Strongly Disagree<\/span><\/li>\n<li><span class=\"arabpsy-eq\" dir=\"ltr\">2 = Very rarely \/ Disagree<\/span><\/li>\n<li><span class=\"arabpsy-eq\" dir=\"ltr\">3 = Rarely \/ Somewhat Disagree<\/span><\/li>\n<li><span class=\"arabpsy-eq\" dir=\"ltr\">4 = Neutral \/ Undecided<\/span><\/li>\n<li><span class=\"arabpsy-eq\" dir=\"ltr\">5 = Occasionally \/ Somewhat Agree<\/span><\/li>\n<li><span class=\"arabpsy-eq\" dir=\"ltr\">6 = Frequently \/ Agree<\/span><\/li>\n<li><span class=\"arabpsy-eq\" dir=\"ltr\">7 = Did this a lot \/ Strongly Agree<\/span><\/li>\n<\/ul>\n<\/li>\n<li><strong>Administration Time:<\/strong> Approximately 2 to 3 minutes.<\/li>\n<li><strong>Scoring Protocol:<\/strong>\n<ul>\n<li><em>Unweighted Mean Scoring:<\/em> Compute the arithmetic mean of all seven items (ranging from 1.0 to 7.0). Higher mean scores represent a stronger inclination toward proactive action coping.<\/li>\n<li><em>Summed Composite Scoring:<\/em> Sum raw item scores across all 7 items (range: 7 to 49).<\/li>\n<li><em>Subscale Breakdown:<\/em> Researchers may also compute separate mean scores for the <em>Active Coping<\/em> subfacet (Items 1, 2, 3, 4) and the <em>Planning<\/em> subfacet (Items 5, 6, 7).<\/li>\n<li><em>Reverse-Coded Items:<\/em> None. All seven items are phrased in a positive, proactive direction.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Interpretation Norms:<\/strong>\n<ul>\n<li><em>Low Action Coping (Composite Mean 1.00 &ndash; 3.00 \/ Sum 7 &ndash; 21):<\/em> Characterized by behavioral passivity, resignation, or reliance on alternative coping modes (e.g., emotional venting, avoidance).<\/li>\n<li><em>Moderate Action Coping (Composite Mean 3.01 &ndash; 5.00 \/ Sum 22 &ndash; 35):<\/em> Indicates sporadic, inconsistent attempts at problem-solving, often dependent on the perceived severity of the failure.<\/li>\n<li><em>High Action Coping (Composite Mean 5.01 &ndash; 7.00 \/ Sum 36 &ndash; 49):<\/em> Reflects vigorous behavioral mobilization, methodical cognitive planning, and direct confrontation with the stressful situation.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>11. Permissions &amp; Fee and Test Year<\/h2>\n<ul>\n<li><strong>Year of Initial Publication:<\/strong> 2005.<\/li>\n<li><strong>Original Copyright Holder:<\/strong> Journal of Consumer Research, Inc. Published by Oxford University Press (originally published via University of Chicago Press).<\/li>\n<li><strong>Author:<\/strong> Adam Duhachek.<\/li>\n<li><strong>Academic Usage and Licensing:<\/strong> The COPACT scale was published in an academic peer-reviewed journal and is widely available for non-commercial, scholarly research and educational purposes under academic fair-use guidelines, provided appropriate bibliographic citation is accorded to Duhachek (2005).<\/li>\n<li><strong>Commercial Applications:<\/strong> Commercial deployments, such as proprietary corporate market research, enterprise customer feedback software integrations, or fee-based consulting frameworks, may require formal copyright clearance and licensing permissions from Oxford University Press or the author.<\/li>\n<li><strong>Fees:<\/strong> Free of charge for academic, educational, and non-commercial scientific research.<\/li>\n<\/ul>\n<h2>12. References<\/h2>\n<ul>\n<li>Bagozzi, R. P. (1992). The self-regulation of attitudes, intentions, and behavior. <em>Social Psychology Quarterly<\/em>, 55(2), 178&ndash;204. <a href=\"https:\/\/doi.org\/10.2307\/2786945\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.2307\/2786945<\/a><\/li>\n<li>Carver, C. S., Scheier, M. F., &amp; Weintraub, J. K. (1989). Assessing coping strategies: A theoretically based approach. <em>Journal of Personality and Social Psychology<\/em>, 56(2), 267&ndash;283. <a href=\"https:\/\/doi.org\/10.1037\/0022-3514.56.2.267\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1037\/0022-3514.56.2.267<\/a><\/li>\n<li>Duhachek, A. (2005). Coping: A multidimensional, hierarchical framework of responses to stressful consumption episodes. <em>Journal of Consumer Research<\/em>, 32(1), 41&ndash;53. <a href=\"https:\/\/doi.org\/10.1086\/426612\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1086\/426612<\/a><\/li>\n<li>Duhachek, A., &amp; Iacobucci, D. (2005). Consumer personality and coping: Measurement, validation, and an inventory of coping style (DICS). <em>Journal of Consumer Psychology<\/em>, 15(1), 52&ndash;63. <a href=\"https:\/\/doi.org\/10.1207\/s15327663jcp1501_7\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1207\/s15327663jcp1501_7<\/a><\/li>\n<li>Duhachek, A., &amp; Kelting, K. (2009). Coping with product harm crises: The role of coping style and corporate response. <em>Journal of Consumer Research<\/em>, 36(3), 502&ndash;514. <a href=\"https:\/\/doi.org\/10.1086\/598616\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1086\/598616<\/a><\/li>\n<li>Folkman, S., &amp; Lazarus, R. S. (1980). An analysis of coping in a middle-aged community sample. <em>Journal of Health and Social Behavior<\/em>, 21(3), 219&ndash;239. <a href=\"https:\/\/doi.org\/10.2307\/2136617\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.2307\/2136617<\/a><\/li>\n<li>Fornell, C., &amp; Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. <em>Journal of Marketing Research<\/em>, 18(1), 39&ndash;50. <a href=\"https:\/\/doi.org\/10.1177\/002224378101800104\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1177\/002224378101800104<\/a><\/li>\n<li>Hu, L. T., &amp; Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. <em>Structural Equation Modeling: A Multidisciplinary Journal<\/em>, 6(1), 1&ndash;55. <a href=\"https:\/\/doi.org\/10.1080\/10705519909540118\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1080\/10705519909540118<\/a><\/li>\n<li>Lazarus, R. S., &amp; Folkman, S. (1984). <em>Stress, appraisal, and coping<\/em>. Springer Publishing Company.<\/li>\n<li>Stephens, D. L., &amp; Gwinner, K. P. (1998). Why don&#8217;t they complain? A cognitive-affective model of consumer complaint behavior in the context of service failures. <em>Journal of the Academy of Marketing Science<\/em>, 26(3), 172&ndash;189. <a href=\"https:\/\/doi.org\/10.1177\/0092070398263001\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1177\/0092070398263001<\/a><\/li>\n<\/ul>\n<h2>13. Items of the Scale<\/h2>\n<div class=\"wpt-scale-draft-notice\" style=\"direction:ltr; text-align:left; background:#fff8e5; border-left:4px solid #dba617; padding:14px 18px; font-size:13.5px; color:#856404; font-weight:500;\">\n  <strong>Disclaimer:<\/strong> These items are an illustrative draft based on the scale&#8217;s theoretical construct and are not the official copyrighted version. We do not guarantee their accuracy or full conformity with the original version.\n<\/div>\n<div class=\"wpt-scale-items-container\" style=\"direction:ltr; text-align:left; font-family:sans-serif;\">\n<p><strong>Instructions to Respondents:<\/strong><\/p>\n<p><span class=\"arabpsy-eq\" dir=\"ltr\">Please think carefully about the stressful consumption experience you have just described or encountered. For each statement below, indicate the extent to which you used each strategy or thought process to deal with the situation. Use the 7-point scale below where <strong>1 = Did not do this at all<\/strong> and <strong>7 = Did this a lot<\/strong><\/span>.<\/p>\n<p><strong>Response Anchors:<\/strong><\/p>\n<div style=\"display:flex; flex-wrap:wrap; gap:8px; margin-bottom:20px;\">\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span style=\"background:#f1f3f5; padding:6px 12px; border-radius:4px; font-size:13px;\">1 = Did not do this at all<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span style=\"background:#f1f3f5; padding:6px 12px; border-radius:4px; font-size:13px;\">2 = Very rarely<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span style=\"background:#f1f3f5; padding:6px 12px; border-radius:4px; font-size:13px;\">3 = Rarely<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span style=\"background:#f1f3f5; padding:6px 12px; border-radius:4px; font-size:13px;\">4 = Neutral \/ Moderate<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span style=\"background:#f1f3f5; padding:6px 12px; border-radius:4px; font-size:13px;\">5 = Occasionally<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span style=\"background:#f1f3f5; padding:6px 12px; border-radius:4px; font-size:13px;\">6 = Frequently<\/span><\/span><br \/>\n    <span class=\"arabpsy-eq\" dir=\"ltr\"><span style=\"background:#f1f3f5; padding:6px 12px; border-radius:4px; font-size:13px;\">7 = Did this a lot<\/span><\/span>\n  <\/div>\n<p><strong>Subscale I: Active Coping (Direct Behavioral Action)<\/strong><\/p>\n<ol style=\"line-height: 1.8; margin-left: 20px;\">\n<li>I concentrated my efforts on doing something about the situation.<\/li>\n<li>I took direct action to try to resolve the problem.<\/li>\n<li>I took constructive steps to change or eliminate the cause of the problem.<\/li>\n<li>I exerted active effort to solve the issue.<\/li>\n<\/ol>\n<p><strong>Subscale II: Planning (Cognitive Strategic Preparation)<\/strong><\/p>\n<ol start=\"5\" style=\"line-height: 1.8; margin-left: 20px;\">\n<li>I made a plan of action regarding what steps to take next.<\/li>\n<li>I thought hard about what steps were necessary to handle the problem.<\/li>\n<li>I devised a strategic plan to help overcome the difficulty.<\/li>\n<\/ol>\n<div style=\"margin-top:20px; padding:12px; background:#f8f9fa; border-radius:4px;\">\n    <strong>Scoring Guide:<\/strong><\/p>\n<ul style=\"margin-top:8px; margin-left:20px; line-height:1.6;\">\n<li><strong>Action Coping Total Score:<\/strong> Average or sum of all 7 items (Items 1&ndash;7).<\/li>\n<li><strong>Active Coping Sub-dimension Score:<\/strong> Average of Items 1, 2, 3, and 4.<\/li>\n<li><strong>Planning Sub-dimension Score:<\/strong> Average of Items 5, 6, and 7.<\/li>\n<li>All items are positively keyed; higher values reflect higher reliance on problem-focused action coping.<\/li>\n<\/ul><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The Coping Strategy (Action) Scale (COPACT) is a 7-item psychometric instrument developed by Adam Duhachek (2005) to measure proactive, problem-focused coping in stressful consumption episodes.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","categories":[1076,2,7430],"tags":[13221,9465,13220,1343,13222,6,35,1130],"class_list":["post-3708","psych_scale","type-psych_scale","status-publish","hentry","category-consumer-psychology","category-psychometrics","category-stress-coping","tag-action-coping","tag-consumer-stress","tag-copact","tag-coping-strategies","tag-duhachek","tag-psychometrics","tag-scale-validation","tag-transactional-model"],"_links":{"self":[{"href":"https:\/\/ashadocs.org\/index.php?rest_route=\/wp\/v2\/psych_scale\/3708","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=3708"}],"version-history":[{"count":0,"href":"https:\/\/ashadocs.org\/index.php?rest_route=\/wp\/v2\/psych_scale\/3708\/revisions"}],"wp:attachment":[{"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3708"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3708"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3708"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}