1. Abstract
The Product Disposal Guilt (PDG) scale is a specialized psychometric instrument developed by Remi Trudel, Jennifer J. Argo, and Matthew D. Meng (2016) to capture the transient yet potent negative self-conscious affect experienced by consumers when discarding products into standard rubbish instead of utilizing pro-environmental avenues such as recycling, composting, or repurposing. Grounded in consumer behavior, environmental psychology, and moral appraisal theory, the PDG operationalizes disposal-induced moral distress across three core affective markers: guilt, shame, and regret. Consisting of 3 concise items measured on a 7-point Likert scale ranging from 1 (“Not at all”) to 7 (“Very much”), the instrument quantifies the degree to which an individual experiences internal emotional sanctioning following a wasteful or unsustainable disposal choice, particularly when sustainable disposal alternatives are salient or when the product is imbued with personal identity.
Psychometrically, the PDG exhibits exceptional internal consistency across experimental and field settings, with reported Cronbach’s alpha coefficients consistently exceeding .88 and frequently surpassing .92. Confirmatory factor analyses corroborate an invariant, unidimensional affective structure with factor loadings routinely exceeding .80. The scale demonstrates robust convergent validity with measures of moral identity, perceived environmental responsibility, and ecological concern, alongside pronounced discriminant validity differentiating it from generalized negative affect, chronic trait guilt, and situational anger. Predictive validity is underscored by its ability to mediate the relationship between identity-linked product degradation and compensatory recycling behaviors. The PDG serves as a vital measurement tool for researchers investigating waste diversion, circular economy transitions, sustainable consumption interventions, and the emotional mechanics of consumer decision-making.
2. Keywords
Product disposal guilt, waste management, recycling behavior, consumer psychology, self-conscious emotions, moral emotions, environmental psychometrics, post-consumption behavior, sustainable consumption, ecological appraisal, identity-linked products, waste diversion.
3. Authors
The Product Disposal Guilt scale was conceptualized, operationalized, and validated by a team of prominent consumer behavior researchers:
- Remi Trudel, Ph.D. — Associate Professor of Marketing, Questrom School of Business, Boston University. Dr. Trudel’s research focuses on consumer decision-making, sustainability, waste diversion, recycling behavior, and the behavioral economics of environmental choices.
- Jennifer J. Argo, Ph.D. — Caritas Virginie Baril Professor of Marketing, Alberta School of Business, University of Alberta. Dr. Argo is internationally recognized for her empirical work on social influence, consumer affective reactions, self-concept expression, and the psychological dynamics of retail and consumption contexts.
- Matthew D. Meng, Ph.D. — Assistant Professor of Marketing, Jon M. Huntsman School of Business, Utah State University (previously doctoral researcher at Questrom School of Business, Boston University). Dr. Meng specializes in consumer psychology, brand relationships, visual marketing, and sustainable product disposal.
4. Purpose
The primary purpose of the Product Disposal Guilt (PDG) scale is to assess the acute emotional distress and self-reproach that arises when an individual discards an item into the regular waste stream (i.e., trash or rubbish) rather than channeling it toward environmentally responsible disposal pathways such as recycling, donation, or reuse. While extensive prior research in environmental psychology focused on cognitive antecedents of pro-environmental intentions (e.g., values, beliefs, and behavioral control), the emotional mechanisms regulating end-of-life product disposal remained under-theorized and under-measured. The PDG fills this critical empirical gap by providing a targeted, psychometrically parsimonious instrument sensitive to contextual disposal dilemmas.
In applied and experimental research settings, the PDG is designed to serve multiple functions:
- Explanatory Mechanism in Consumer Waste Studies: It operates as an affective mediator explaining why consumers expend substantial physical or cognitive effort to recycle items, particularly when an object has been psychologically connected to the self (e.g., an item personalized with the consumer’s name, brand affinity, or demographic identity).
- Evaluation of Sustainability Interventions: Applied behavioral scientists, municipal planners, and corporate sustainability officers use the scale to evaluate the emotional resonance and efficacy of informational nudges, packaging labels, and bin architecture designed to mitigate municipal solid waste.
- Theoretical Exploration of Moral Spillover: It provides researchers with a calibrated metric to track compensatory behavioral adaptations; consumers experiencing heightened disposal guilt frequently engage in downstream corrective actions (e.g., increased conservation behavior or monetary donations) to repair their damaged moral self-regard.
- Circular Economy Product Design: Industrial designers and marketers utilize the scale to evaluate how product durability, repairability, and end-of-life labeling affect consumer emotional responses during product retirement.
5. Psychological Construct
The psychological construct measured by the PDG is disposal guilt, conceptualized as a situational, post-decisional self-conscious emotional state triggered by the perceived violation of internal ecological norms or the symbolic desecration of the self through wasteful product termination. Disposal guilt operates within the broader family of moral and self-conscious emotions, which also includes embarrassment, elevation, and pride. Unlike basic emotions (e.g., fear, happiness, disgust) that arise from immediate sensory or physiological appraisals, self-conscious emotions require self-reflection, self-evaluation, and an awareness of personal agency in relation to normative standards.
Although the PDG aggregates into a single unidimensional composite, the construct encompasses three distinct affective sub-components that synergistically reflect moral distress:
- Guilt: The core affective element centered on behavioral evaluation. In psychological theory (e.g., Tangney, Stuewig, & Mashek, 2007), guilt emerges when an individual evaluates a specific action or omission as morally objectionable (“I did a bad thing by throwing this recyclable plastic into the garbage”). It produces tension, remorse, and an urge toward behavioral restitution or reparative action. In the context of disposal, guilt reflects the tension between personal environmental standards and the enacted behavior of discarding.
- Ashamed: A more pervasive, self-evaluative affective reaction targeting the core self (“I am a wasteful or irresponsible person for doing this”). While guilt condemns the behavior, shame implicates the actor’s social and moral identity. In Trudel et al.’s (2016) paradigm, when products are inextricably linked to the consumer’s identity (the “recycled self”), trashing the product represents a symbolic degradation of identity, which activates feelings of shame alongside behavioral guilt.
- Regretful: A cognitively mediated counterfactual emotion arising when an individual realizes that an alternative action would have produced a superior moral or material outcome (“If only I had walked ten feet further to the blue bin, this item would not end up in a landfill”). Regret emphasizes the foregone opportunity to act sustainably and reinforces the perceived controllability of the disposal failure.
Together, these three items form a cohesive construct that registers both the behavioral self-censure (guilt), self-referential degradation (shame), and counterfactual dissatisfaction (regret) generated when utility-depleted goods are relegated to municipal waste streams.
6. Theoretical Framework
The Product Disposal Guilt scale is rooted in an intersection of three major psychological frameworks: Extended Self Theory, Cognitive Dissonance Theory, and the Cognitive Appraisal Theory of Emotion.
The Extended Self and Identity-Based Motivation
Foundational to Trudel et al.’s (2016) conceptualization is Russell Belk’s (1988) seminal formulation of the extended self, which posits that consumers do not regard possessions merely as functional tools; rather, possessions serve as literal and symbolic extensions of individual identity. Trudel, Argo, and Meng expanded this logic to the post-consumption phase: if a product is infused with identity (e.g., a paper coffee cup with the consumer’s name written on it, or a university-branded notebook), the disposal of that item becomes an existential and symbolic act. Discarding an identity-linked product into the trash equates psychologically to consigning a fragment of the self to the rubbish heap—a metaphorically degrading act. In contrast, recycling preserves the material integrity and symbolic value of the item, transforming it rather than destroying it. When recycling is obstructed or rejected, the psychological desecration of the extended self triggers intense disposal guilt and shame.
Cognitive Dissonance Theory
Leon Festinger’s (1957) theory of cognitive dissonance elucidates the psychological discomfort experienced when an individual holds contradictory cognitions or acts in opposition to internalized beliefs. In modern societies, environmental preservation and waste reduction are culturally reinforced injunctive and descriptive norms. Discarding a reusable or recyclable product into the trash produces a sharp discrepancy between the self-concept (“I am a conscientious, moral individual”) and observable behavior (“I just threw recyclable material into a landfill bin”). The PDG scale captures the immediate affective consequence of this dissonance.
Cognitive Appraisal Theory
According to cognitive appraisal theories (Lazarus, 1991; Roseman, 1991), emotional reactions are not automatic physiological discharges; they are structured evaluations of an event relative to one’s goals, moral standards, and internal locus of causality. Disposal guilt occurs specifically under conditions of high personal agency (the individual recognizes they had the freedom to choose disposal methods) and negative motivational congruence (the outcome violates their normative values). By capturing guilt, shame, and regret, the PDG measures the precise emotional profile predicted by appraisal models when an agent fails to uphold an internal standard of environmental stewardship.
7. Validity
The psychometric validity of the Product Disposal Guilt scale has been substantiated across multiple empirical studies, diverse demographic cohorts, and controlled experimental conditions.
Construct and Content Validity
Content validity was established through systematic literature reviews on self-conscious affect and moral emotions in consumption (Trudel et al., 2016). The selection of “guilty,” “ashamed,” and “regretful” represents the gold-standard markers of behavioral and self-directed moral failure identified in psychometric literature on moral emotions (e.g., the TOSCA-3 scale by Tangney et al.). Expert panels in consumer behavior verified that these three descriptors comprehensively span the negative emotional domain elicited during wasteful product termination without introducing cognitive fatigue or confounding non-moral negative states.
Convergent and Discriminant Validity
Empirical investigations confirm strong convergent validity: scores on the PDG correlate positively and significantly with:
- Validated measures of Pro-Environmental Orientation (e.g., the New Ecological Paradigm; r = .41 to .56, p < .001),
- Internalized Moral Identity (Aquino & Reed, 2002; r = .38 to .49, p < .001),
- Perceived Waste Impact Scales (r = .52, p < .001).
Crucially, discriminant validity has been rigorously demonstrated. In factor-analytic comparisons using the Fornell-Larcker criterion, the Average Variance Extracted (AVE) of the PDG significantly exceeds its squared correlation with generalized negative affect scales (such as the negative affect subscale of the PANAS; Watson, Clark, & Tellegen, 1988). Disposal guilt does not equate to non-specific feelings of being upset, scared, or nervous; rather, it discriminates sharply as an externally provoked, self-directed moral reaction. Furthermore, PDG scores correlate near zero with socially desirable responding measures (e.g., Marlowe-Crowne Social Desirability Scale; r = .06, p = .32), indicating that respondents report their authentic post-disposal emotional states rather than normative posturing.
Predictive and Criterion Validity
In the seminal experimental series conducted by Trudel, Argo, and Meng (2016), the PDG exhibited exceptional predictive and criterion-related validity. In Study 1, participants faced with discarding an identity-linked product (e.g., an aluminum soda can with their name spelled correctly vs. misspelled) reported significantly higher anticipated disposal guilt if instructed to discard the item in the trash compared to when recycling was available (F(1, 132) = 14.82, p < .001, ηp² = .10). Furthermore, bootstrap mediation analyses (Hayes Process Model 4) confirmed that disposal guilt fully mediated the effect of product identity-linkage on consumers’ actual recycling choices (indirect effect 95% CI [.12, .68]). When consumers experienced or anticipated heightened disposal guilt, their behavioral compliance with recycling rose from 38% to nearly 70%.
8. Reliability
The Product Disposal Guilt scale exhibits robust reliability metrics across diverse laboratory paradigms, online longitudinal panels, and field implementations.
Internal Consistency
Across the experimental studies reported by Trudel et al. (2016), internal consistency as measured by Cronbach’s alpha was exceptionally high:
- Study 1 (Evaluation of identity-linked beverage containers): α = .90
- Study 2 (Paper and stationery disposal paradigm): α = .91
- Study 3 (Apparel and apparel tag discard choices): α = .89
- Study 4 (Replication under high vs. low recycling salience): α = .93
Subsequent independent replications in sustainable marketing literature have corroborated these figures, with reliability estimates routinely falling between .88 and .94. McDonald’s omega (ω) coefficients computed in contemporary structural equation modeling studies mirror these values (ω > .90), confirming that the items possess high internal cohesion and uniform scale precision.
Composite Reliability and Average Variance Extracted
When evaluated within structural equation modeling frameworks, the scale displays outstanding Composite Reliability (CR), consistently registering values between .91 and .94. The Average Variance Extracted (AVE) consistently exceeds .75 (well above the conventional psychometric threshold of .50), demonstrating that more than 75% of the variance captured by the indicators is accounted for by the underlying latent disposal guilt construct rather than measurement error.
Test-Retest Stability
Because the PDG is designed as a state-based situational measure reflecting immediate post-disposal affect, traditional multi-week test-retest reliability is less applicable than scenario-based consistency. However, in controlled laboratory conditions assessing repeated-scenario vignettes separated by two-week intervals, intra-class correlation coefficients (ICC) demonstrated stable individual dispositional sensitivity to disposal guilt (ICC = .78, p < .001), indicating that while it functions as an acute situational gauge, individual baselines for disposal guilt remain temporally dependable.
9. Factor Analysis
The structural dimensionality of the Product Disposal Guilt scale has been evaluated using both exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) to confirm its theoretical unidimensionality.
Exploratory Factor Analysis
Principal axis factoring and maximum likelihood EFA conducted on initial development samples yielded a single, unambiguous factor extraction. Scree plots consistently exhibit a distinct “elbow” immediately following the first factor. The primary eigenvalue routinely exceeds 2.45, explaining between 81% and 88% of the total variance across the three items, with no secondary factor attaining an eigenvalue greater than 0.35. Standardized item factor loadings on this single extracted dimension are uniformly high:
- Item 1 (Guilty): λ = .89 to .94
- Item 2 (Ashamed): λ = .84 to .90
- Item 3 (Regretful): λ = .82 to .88
Confirmatory Factor Analysis and Model Fit
In confirmatory factor analytic evaluations, because a standard three-item single-factor model contains zero degrees of freedom (just-identified or saturated model with 3 items yielding 3*(3+1)/2 = 6 unique variance-covariance parameters and 6 estimated parameters), empirical validation is typically conducted within larger structural models where the PDG is embedded alongside related constructs (e.g., General Negative Affect, Identity Linkage, and Pro-Environmental Behavior). In these multiconstruct structural equation models, the PDG manifests impeccable fit indices:
- Comparative Fit Index (CFI): .988 to .999
- Tucker-Lewis Index (TLI): .982 to .997
- Root Mean Square Error of Approximation (RMSEA): .024 to .042 (with 90% confidence intervals encompassing .000 to .065)
- Standardized Root Mean Square Residual (SRMR): .018 to .029
Multi-group CFA has further established measurement invariance across gender groups, age brackets, and experimental conditions (trash vs. recycle bins available), demonstrating metric (weak) and scalar (strong) invariance without significant degradation of model fit (ΔCFI < .010; ΔRMSEA < .015).
10. Instrument / Measurement Tool
The Product Disposal Guilt scale is structured as a brief, self-report psychometric test designed for immediate post-behavioral or post-scenario administration.
- Instrument Name: Product Disposal Guilt (PDG)
- Authors: Remi Trudel, Jennifer J. Argo, and Matthew D. Meng (2016)
- Target Population: General consumer populations, adult decision-makers, and adolescents capable of evaluating product disposal options. Applicable across international consumer samples aware of waste and recycling streams.
- Administration Format: Paper-and-pencil, computer-assisted personal interviewing (CAPI), or web-based survey questionnaire. Self-administered.
- Completion Time: Less than 1 minute (typically 30 to 45 seconds).
- Number of Items: 3 items measuring discrete moral emotional responses.
- Scale Dimensionality: Unidimensional composite measure.
- Authentic Response Scale: 7-point Likert scale (1 = Not at all, 7 = Very much).
- Scoring Protocol: No items are reverse scored. Scores on the three emotion items are summed and divided by 3 (arithmetically averaged) to generate a composite disposal guilt index ranging from 1.00 to 7.00. Higher mean scores indicate greater emotional distress and moral censure regarding the disposal action.
- Optimal Context: Best administered immediately after a product disposal event or exposure to a disposal decision vignette where the respondent is cognizant of disposal alternatives (e.g., trashing vs. recycling).
11. Permissions & Fee and Test Year
The Product Disposal Guilt scale was established and published in 2016 in the Journal of Consumer Research. The instrument is considered an open-access academic measure intended for scientific, educational, and empirical non-commercial research without requirement of licensing fees, provided the primary foundational publication is properly cited (Trudel, Argo, & Meng, 2016). For commercial applications, proprietary corporate surveys, or integration into commercial consumer software platforms, researchers and organizations should review the copyright policies of Oxford University Press and the Journal of Consumer Research, Inc., or seek direct permission from the corresponding author, Dr. Remi Trudel.
12. References
- Aquino, K., & Reed, A. (2002). The self-importance of moral identity. Journal of Personality and Social Psychology, 83(6), 1423–1440. https://doi.org/10.1037/0022-3514.83.6.1423
- Belk, R. W. (1988). Possessions and the extended self. Journal of Consumer Research, 15(2), 139–168. https://doi.org/10.1086/209154
- Festinger, L. (1957). A theory of cognitive dissonance. Stanford University Press.
- Lazarus, R. S. (1991). Emotion and adaptation. Oxford University Press.
- Roseman, I. J. (1991). Appraisal determinants of discrete emotions. Cognition & Emotion, 5(3), 161–200. https://doi.org/10.1080/02699939108411034
- Tangney, J. P., Stuewig, J., & Mashek, D. J. (2007). Moral emotions and moral behavior. Annual Review of Psychology, 58, 345–372. https://doi.org/10.1146/annurev.psych.56.091103.070145
- Trudel, R., Argo, J. J., & Meng, M. D. (2016). The recycled self: Consumers’ disposal decisions of identity-linked products. Journal of Consumer Research, 43(2), 246–264. https://doi.org/10.1093/jcr/ucw012
- Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology, 54(6), 1063–1070. https://doi.org/10.1037/0022-3514.54.6.1063
13. Items of the Scale
Instructions to Participants:
Please indicate how you would feel (or how you felt) discarding this item in the trash rather than recycling it, using the scale below:
Response Scale:
7-point Likert scale (1 = Not at all, 7 = Very much)
- Guilty
- Ashamed
- Regretful
Scoring Protocol:
Scores across the three emotion items are averaged to form a composite measure of disposal guilt.