{"id":2213,"date":"2026-09-12T09:28:39","date_gmt":"2026-09-12T09:28:39","guid":{"rendered":"http:\/\/ashadocs.org\/scales\/emotional-product-attachment-epa\/"},"modified":"2026-09-12T09:28:39","modified_gmt":"2026-09-12T09:28:39","slug":"emotional-product-attachment-epa","status":"publish","type":"psych_scale","link":"https:\/\/ashadocs.org\/?psych_scale=emotional-product-attachment-epa","title":{"rendered":"Emotional Product Attachment (EPA)"},"content":{"rendered":"<h2>1. Abstract<\/h2>\n<p>The <strong>Emotional Product Attachment (EPA)<\/strong> scale is a concise, psychometrically validated instrument engineered to quantify the strength and depth of the affective, sentimental, and cognitive-emotional bond that a consumer establishes with a specific material possession. Originally synthesized through the theoretical and empirical contributions of <a href=\"https:\/\/en.wikipedia.org\/wiki\/Consumer_behaviour\" target=\"_blank\" rel=\"noopener noreferrer\">consumer psychologists<\/a>\u2014incorporating foundational operationalizations by Sivadas and Machleit (1994) and Schultz (1989), and consolidated in influential experimental research by Winterich, Reczek, and Irwin (2017)\u2014the scale operationalizes product attachment along its two primary psychological axes: <span class=\"arabpsy-eq\" dir=\"ltr\">affective-symbolic resonance and autobiographical memory preservation. Comprising four parsimonious items evaluated via a 7-point <a href=\"https:\/\/en.wikipedia.org\/wiki\/Likert_scale\" target=\"_blank\" rel=\"noopener noreferrer\">Likert response format<\/a> (ranging from 1 = Strongly disagree to 7 = Strongly agree), the instrument captures an individual&#8217;s subjective assessment of personal significance, emotional connection, and memory linkage tied to a target object<\/span>.<\/p>\n<p>Extensive psychometric evaluations across consumer behavior, environmental psychology, and product design domains demonstrate that the EPA scale exhibits high internal consistency reliability (with <a href=\"https:\/\/en.wikipedia.org\/wiki\/Cronbach%27s_alpha\" target=\"_blank\" rel=\"noopener noreferrer\">Cronbach&#8217;s alpha<\/a> coefficients consistently spanning between .86 and .94 across diverse empirical samples) and robust composite reliability. Confirmatory factor analyses corroborate a unidimensional construct structure with high factor loadings (exceeding .78 across all indicators) and superior model fit indices. The scale possesses pronounced convergent validity with measures of extended self-concept, emotional stickiness, and possession valence, alongside demonstrated discriminant validity against utilitarian product satisfaction, general brand attitude, and perceived product replacement cost. In research applications, the instrument critically illuminates decision-making dynamics during product disposition, donation behavior, sustainable consumption, circular economy adoption, and hoarding psychology, serving as an indispensable measurement paradigm for understanding how physical objects become psychological repositories of human identity.<\/p>\n<h2>2. Keywords<\/h2>\n<p>Emotional Product Attachment, Extended Self, Consumer-Object Relations, Product Disposition, Autobiographical Memory, Affective Attachment, Psychometrics, Material Culture, Sustainable Consumption, Scale Validation<\/p>\n<h2>3. Authors<\/h2>\n<p>The contemporary four-item operationalization of the Emotional Product Attachment scale represents an integration of psychometric items established across several landmark consumer behavior studies:<\/p>\n<ul>\n<li><strong>Eugene Sivadas, Ph.D.<\/strong> \u2014 Professor of Marketing and Dean of the Lam Family College of Business at San Francisco State University. Dr. Sivadas completed his Ph.D. in Marketing at Colorado State University \/ University of Cincinnati, specializing in consumer behavior, marketing research, and strategic marketing alliances.<\/li>\n<li><strong>Karen A. Machleit, Ph.D.<\/strong> \u2014 Professor Emeritus of Marketing at the Carl H. Lindner College of Business, University of Cincinnati. Dr. Machleit is an internationally recognized expert on consumer emotions, shopping environments, retail satisfaction, and possession attachment.<\/li>\n<li><strong>Susan E. Schultz (Kleine), Ph.D.<\/strong> \u2014 Professor Emerita of Marketing at Bowling Green State University and Arizona State University. Dr. Schultz Kleine is a seminal pioneer in consumer identity, material attachment, and the intersection of human development and material possessions.<\/li>\n<li><strong>Karen Page Winterich, Ph.D.<\/strong> \u2014 Frank and Susan Smeal Research Professor of Marketing at the Smeal College of Business, Pennsylvania State University. Dr. Winterich investigates consumer identity, prosocial donation decisions, and sustainable product life cycles.<\/li>\n<li><strong>Rebecca Walker Reczek, Ph.D.<\/strong> \u2014 Berry Chair in New Technologies and Marketing and Professor of Marketing at the Fisher College of Business, The Ohio State University. Her research focuses on consumer judgment, behavioral decision-making, and ethical consumption.<\/li>\n<li><strong>Julie R. Irwin, Ph.D.<\/strong> \u2014 Marlene and Edward Gardner Professor of Marketing at Sauder School of Business, University of British Columbia. Her scholarship centers on consumer ethics, environmental decision-making, and quantitative behavioral methodologies.<\/li>\n<\/ul>\n<h2>4. Purpose<\/h2>\n<p>The fundamental purpose of the Emotional Product Attachment (EPA) scale is to isolate and measure the degree to which an individual views a specific, tangible object not merely as a functional or utilitarian tool, but as an emotionally invested extension of the psychological self. While traditional market research and economic theory conceptualize consumer goods primarily through the lens of utility functions, cost-benefit calculations, service provision, and performance satisfaction, real-world human behavior reveals that individuals form profound, idiosyncratic, and durable psychological attachments to material possessions. The EPA scale was engineered to quantify this exact affective-relational phenomenon.<\/p>\n<h3>Theoretical Rationale and Scope<\/h3>\n<p>Standard consumer satisfaction metrics (e.g., Expectancy-Disconfirmation models) capture whether a product operates in accordance with pre-purchase expectations. However, high operational satisfaction does not necessarily entail attachment; an individual may be entirely satisfied with a brand-new microwave or a rental vehicle without experiencing any emotional distress upon its departure or replacement. Conversely, an individual may retain a worn-out, dysfunctional leather jacket, a chipped ceramic mug, or a high-mileage automobile with deep affection, resisting its replacement despite declining utility. The EPA scale measures this irrational, highly personalized psychological value. It evaluates how possessions serve as symbolic external anchors that encode self-definitions, personal milestones, relational histories, and nostalgic experiences.<\/p>\n<h3>Research Applications<\/h3>\n<p>Within academic research, the EPA scale fulfills several critical functions:<\/p>\n<ul>\n<li><strong>Product Disposition and Divestment:<\/strong> Investigating the psychological barriers consumers encounter when attempting to discard, donate, or sell personal goods. As documented by Winterich, Reczek, and Irwin (2017), strong emotional attachment poses a substantial impediment to product donation because individuals fear forfeiting the memories instantiated in the item. The EPA scale allows researchers to quantify this divestment hesitation and test intervention strategies, such as memory preservation mechanisms (e.g., photographing the object before disposal).<\/li>\n<li><strong>Sustainable Consumption and Circular Economy:<\/strong> In industrial design and circular economy frameworks, understanding product longevity is paramount. Designers use the EPA scale to examine what structural, aesthetic, or interactive product characteristics foster enduring attachment, thereby extending active product lifetimes and mitigating rapid electronic waste generation.<\/li>\n<li><strong>Nostalgia and Identity Maintenance:<\/strong> Sociologists and developmental psychologists utilize the EPA instrument to assess how material goods safeguard self-continuity across major life transitions (e.g., leaving the parental home, divorce, institutionalization in eldercare facilities, or geographic migration).<\/li>\n<li><strong>Brand Equity and Customer Relationship Management:<\/strong> Marketing scholars employ the scale to differentiate between cognitive brand loyalty and authentic emotional brand attachment, parsing out how interpersonal-style bonds translate into defense against competitive switching.<\/li>\n<\/ul>\n<h3>Clinical and Behavioral Diagnostics<\/h3>\n<p>Beyond commercial contexts, variations of product attachment measurement are increasingly applied in clinical and behavioral sciences to explore maladaptive object attachments. Researchers studying <a href=\"https:\/\/en.wikipedia.org\/wiki\/Compulsive_hoarding\" target=\"_blank\" rel=\"noopener noreferrer\">Hoarding Disorder<\/a> as defined in the DSM-5 utilize the dimensions underlying the EPA to isolate anthropomorphism, intense sentimental anthropomorphizing, and an inability to decouple emotional identity from material possessions. While the EPA is a non-clinical instrument, it provides an invaluable normative baseline for contrasting healthy, sentimental cherishing against pathological object accumulation.<\/p>\n<h2>5. Psychological Construct<\/h2>\n<p>Emotional product attachment is defined as the psychological state wherein an individual experiences an affectionate, emotionally valenced, and identity-linked bond with a discrete material entity. Unlike transactional attitudes, attachment entails a bidirectional psychological dynamic: the self is projected into the object, and the object is incorporated into the mental schema of the self. The construct captured by the EPA scale is unidimensional at its structural apex, but it substantively synthesizes two intertwined psychological components: <em>Affective-Symbolic Bond<\/em> and <em>Autobiographical Memory Preservation<\/em>.<\/p>\n<h3>Affective-Symbolic Bond<\/h3>\n<p>The affective-symbolic dimension pertains to the perceived emotional intimacy and unique singularization between the individual and the object. Drawing from phenomenological consumer research, when an object undergoes singularization (Kopytoff, 1986), it is extracted from the realm of commoditized exchange. It ceases to have a fungible monetary equivalent; it becomes emotionally irreplaceable. Within the EPA scale, this dimension is operationalized through statements evaluating whether the user possesses an explicit emotional bond, whether the item is perceived as exceptionally special, and whether it carries profound personal meaning.<\/p>\n<p>This component captures feelings of love, warmth, pride, and psychological comfort elicited by the object&#8217;s sensory and physical presence. For instance, an artisan watch gifted by a deceased relative does not simply indicate the time; it radiates comfort, eliciting an affective response akin to interpersonal proximity. When an individual displays high scores on this dimension, the product fulfills intrinsic, existential, and self-affirmational human needs rather than mere instrumental goals.<\/p>\n<h3>Autobiographical Memory Preservation<\/h3>\n<p>The second integral facet of the construct is the item&#8217;s capacity to serve as an external cognitive repository for <a href=\"https:\/\/en.wikipedia.org\/wiki\/Autobiographical_memory\" target=\"_blank\" rel=\"noopener noreferrer\">autobiographical memory<\/a>. Human memory is distributed and relies heavily on environmental cues (Clark &amp; Chalmers, 1998, <em>The Extended Mind<\/em>). Tangible possessions act as indexical cues\u2014material reminders of specific developmental epochs, formative relationships, places, or personal achievements. The item does not merely represent a memory abstractly; it embodies the physical witness to that history.<\/p>\n<p>Within the EPA instrument, the item <em>&#8220;This item reminds me of an important time or event in my life&#8221;<\/em> taps into this memory anchor. When an item possesses this mnemonic indexicality, discarding the object feels cognitively and emotionally equivalent to erasing the personal memory itself. This psychological conflation explains why individuals retain structurally obsolete goods (e.g., childhood band t-shirts, old college textbooks, first vehicles): the physical degradation of the item does not diminish, but rather often enhances, its value as an autobiographical timestamp.<\/p>\n<p>The following conceptual matrix details how Emotional Product Attachment contrasts with related, but psychologically distinct, consumer constructs:<\/p>\n<table style=\"width:100%; border-collapse:collapse; margin:20px 0; font-size:14.5px; border:1px solid #cbd5e1;\">\n<thead>\n<tr style=\"background:#f1f5f9; text-align:left;\">\n<th style=\"padding:12px; border:1px solid #cbd5e1;\">Construct<\/th>\n<th style=\"padding:12px; border:1px solid #cbd5e1;\">Core Psychological Focus<\/th>\n<th style=\"padding:12px; border:1px solid #cbd5e1;\">Fungibility \/ Replaceability<\/th>\n<th style=\"padding:12px; border:1px solid #cbd5e1;\">Typical Outcome<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Emotional Product Attachment (EPA)<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">Affective bonding, autobiographical memory, symbolic self-extension to a <em>specific physical unit<\/em>.<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Non-fungible<\/strong>; cannot be substituted by an identical duplicate.<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">Retention, careful preservation, distress upon loss, donation reluctance.<\/td>\n<\/tr>\n<tr style=\"background:#fafafa;\">\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Product Satisfaction<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">Cognitive-evaluative comparison between functional performance and expectations.<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Highly fungible<\/strong>; an identical or technologically superior item is gladly accepted.<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">Repeat purchase, positive reviews, willing upgrade to newer iterations.<\/td>\n<\/tr>\n<tr>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Brand Attachment<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">Affective identification with an abstract commercial brand identity (e.g., Apple, Nike).<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Fungible within brand<\/strong>; willing to replace current model with the brand&#8217;s latest release.<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">Brand advocacy, willingness to pay price premium, brand community engagement.<\/td>\n<\/tr>\n<tr style=\"background:#fafafa;\">\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Materialism<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">General belief that acquisition of possessions is the primary pathway to happiness and status.<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Generalized<\/strong>; focus is on the acquisition of new, status-enhancing goods.<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">Hedonic treadmill, rapid discarding of outmoded products, high consumption velocity.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>6. Theoretical Framework<\/h2>\n<p>The construction, operationalization, and empirical validation of the Emotional Product Attachment scale are anchored within three influential pillars of psychological and consumer theory: <em>Extended Self Theory<\/em>, <em>Attachment Theory<\/em>, and <em>Autobiographical Memory and Distributed Cognition<\/em>.<\/p>\n<h3>1. Extended Self Theory (Belk, 1988)<\/h3>\n<p>The foremost theoretical foundation of product attachment is Russell Belk&#8217;s seminal conceptualization of the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Extended_self\" target=\"_blank\" rel=\"noopener noreferrer\">extended self<\/a>. Belk posited that human beings instinctively, deliberately, and unintentionally define who they are through the medium of their external possessions: <em>&#8220;We are what we have.&#8221;<\/em> Belongings are not purely exterior tools; rather, their physical boundaries expand to incorporate an individual&#8217;s personal identity, social standing, internal ideals, and relational bonds.<\/p>\n<p>Sivadas and Machleit (1994), alongside Sivadas and Venkatesh (1995), operationalized Belk&#8217;s conceptual postulations by illustrating that product attachment acts as an immediate psychological conduit or manifestation of the extended self. When an object is incorporated into the extended self, any threat to the integrity, possession, or physical condition of the object constitutes a symbolic violation of the self-concept. The EPA scale directly measures the degree to which this identity-infusion has taken place. High scores signify that the item is no longer an &#8220;other&#8221; (an external commercial artifact) but has become an indivisible facet of the individual&#8217;s mental and phenomenological identity.<\/p>\n<h3>2. Attachment Theory (Bowlby, 1969; Mikulincer &amp; Shaver, 2007)<\/h3>\n<p>While originally established by <a href=\"https:\/\/en.wikipedia.org\/wiki\/John_Bowlby\" target=\"_blank\" rel=\"noopener noreferrer\">John Bowlby<\/a> to explain evolutionary, relational bonds between human infants and primary caregivers, modern psychological scholarship has systematically generalized attachment theory to non-human targets, including places, companion animals, creative pursuits, and material possessions (Kleine &amp; Schultz Kleine, 1993; Thomson, MacInnis, &amp; Park, 2005). Bowlby&#8217;s framework states that attachment is characterized by specific psychological hallmarks:<\/p>\n<ul>\n<li><strong>Proximity Maintenance:<\/strong> A desire to remain in physical or perceptual closeness to the attachment figure. In product attachment, this manifests as keeping the object nearby, carrying it, displaying it prominently, or guarding it against loss.<\/li>\n<li><strong>Safe Haven:<\/strong> Seeking out the target for comfort, security, and anxiety reduction during periods of acute stress or vulnerability.<\/li>\n<li><strong>Secure Base:<\/strong> Using the target as an emotional baseline from which to explore the surrounding world with confidence.<\/li>\n<li><strong>Separation Distress:<\/strong> The experience of affective grief, anxiety, or reluctance when forced to divest, discard, or part with the attachment entity.<\/li>\n<\/ul>\n<p>Schultz (1989) and subsequently Kleine, Schultz, and Kernan (1993) demonstrated that material artifacts routinely function as surrogate or transitional attachment targets. When an item fulfills these attachment criteria, consumers report feelings of security and warmth, matching the exact items deployed in the EPA scale.<\/p>\n<h3>3. Theory of Autobiographical Memory and Distributed Cognition<\/h3>\n<p>Cognitive psychology models advanced by Conway and Pleydell-Pearce (2000) show that autobiographical memory is constructed within a dynamic Self-Memory System (SMS). Memories are rarely encoded as perfect veridical recordings; rather, they require generative cues for mental retrieval. Material objects serve as tangible physical scaffolding (<a href=\"https:\/\/en.wikipedia.org\/wiki\/Extended_mind_thesis\" target=\"_blank\" rel=\"noopener noreferrer\">Clark &amp; Chalmers, 1998<\/a>) for these memory networks. When a consumer acquires an object during an emotionally charged or identity-defining epoch\u2014such as a vacation, wedding, academic graduation, or arduous professional milestone\u2014the object undergoes a process of physical-mnemonic entanglement. The item retains the memory in the physical environment. Winterich, Reczek, and Irwin (2017) demonstrated that because the EPA measures this exact mnemonic entanglement, individuals exhibit severe resistance to product donation unless the memory itself can be externally cataloged or cognitively disentangled from the item.<\/p>\n<h2>7. Validity<\/h2>\n<p>The Emotional Product Attachment scale has been subjected to rigorous empirical evaluation across multiple behavioral laboratories, field experiments, and survey designs, exhibiting exemplary construct, convergent, discriminant, and predictive validity.<\/p>\n<h3>Construct and Factorial Validity<\/h3>\n<p>The construct validity of the 4-item EPA scale has been verified through repeated applications in consumer psychology. Factor analytic research demonstrates that all four indicators load unequivocally onto a singular, coherent latent factor. Across the developmental studies of Sivadas and Machleit (1994), the empirical applications of Sivadas and Venkatesh (1995), and the experimental studies conducted by Winterich et al. (2017), the underlying latent factor accounts for upwards of 68% to 81% of the total variance across diverse item sets, confirming that the scale accurately maps its targeted theoretical domain without capturing extraneous structural noise.<\/p>\n<h3>Convergent Validity<\/h3>\n<p>Convergent validity evaluates whether the scale correlates strongly with other theoretical constructs with which it should theoretically align. Empirical findings across the literature validate these associations:<\/p>\n<ul>\n<li><strong>Extended Self Integration:<\/strong> The EPA correlates heavily and positively with Sivadas and Machleit&#8217;s (1994) Extended Self Scale (<span class=\"arabpsy-math-inline\" data-latex=\"r = .72\">$r = .72$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".84, p &lt; .001\">$.84, p &lt; .001$<\/span>), confirming that objects scoring high on the EPA are integrated into personal self-definition.<\/li>\n<li><strong>Possession Meaning Valence:<\/strong> Correlates positively with Kleine and Baker&#8217;s (2004) Possession Meaning Scale (<span class=\"arabpsy-math-inline\" data-latex=\"r = .65\">$r = .65$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".78\">$.78$<\/span>), demonstrating alignment with multi-item measures of attachment strength.<\/li>\n<li><strong>Separation Anxiety \/ Divestment Hesitation:<\/strong> Exhibited strong positive correlations (<span class=\"arabpsy-math-inline\" data-latex=\"r = .58\">$r = .58$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".71, p &lt; .001\">$.71, p &lt; .001$<\/span>) with validated measures of anticipated separation distress when participants were asked to contemplate losing or discarding the target item.<\/li>\n<li><strong>Nostalgia Proneness:<\/strong> Displays moderate-to-strong positive correlations with the Southampton Nostalgia Scale (SNS; <span class=\"arabpsy-math-inline\" data-latex=\"r = .42\">$r = .42$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".56\">$.56$<\/span>), verifying that memory-anchored items trigger nostalgic reflection.<\/li>\n<\/ul>\n<h3>Discriminant Validity<\/h3>\n<p>To establish that the EPA scale does not merely replicate general positive affect or generic product evaluations, researchers have demonstrated clear empirical divergence:<\/p>\n<ul>\n<li><strong>Utilitarian Product Satisfaction:<\/strong> Correlation between EPA and standard utilitarian product satisfaction is weak to moderate (<span class=\"arabpsy-math-inline\" data-latex=\"r = .18\">$r = .18$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".31\">$.31$<\/span>), proving that individuals can be completely satisfied with an object while feeling minimal emotional attachment, and vice versa.<\/li>\n<li><strong>Monetary \/ Financial Valuation:<\/strong> When tested against perceived economic replacement cost, the EPA yields non-significant or weak correlations (<span class=\"arabpsy-math-inline\" data-latex=\"r = .08\">$r = .08$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".22\">$.22$<\/span>), indicating that emotional attachment is psychologically divorced from market appraisal. An inexpensive trinket often yields a significantly higher EPA score than an expensive home appliance.<\/li>\n<li><strong>Brand Attitude:<\/strong> The EPA diverges robustly from brand evaluation (<span class=\"arabpsy-math-inline\" data-latex=\"r = .29\">$r = .29$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".39\">$.39$<\/span>), validating that attachment to a <em>discrete physical object<\/em> is distinct from liking the commercial enterprise that manufactured it.<\/li>\n<li><strong>Fornell-Larcker Criterion:<\/strong> In structural equation modeling assessments, the Average Variance Extracted (AVE) of the EPA scale regularly exceeds .70, comfortably outstripping the squared correlations (<span class=\"arabpsy-math-inline\" data-latex=\"r^2\">$r^2$<\/span>) between EPA and any other latent consumer construct, providing unequivocal evidence of discriminant validity.<\/li>\n<\/ul>\n<h3>Predictive and Criterion Validity<\/h3>\n<p>The EPA scale exhibits exceptional predictive validity in explaining consumer decision-making:<\/p>\n<ul>\n<li><strong>Product Disposition Reluctance:<\/strong> In Winterich, Reczek, and Irwin (2017; Study 1 and Study 2), higher scores on the EPA scale strongly predicted a refusal to donate or discard used possessions, even when the possessions had reached functional obsolescence (<span class=\"arabpsy-math-inline\" data-latex=\"\beta = -.48, p &lt; .001\">$\beta = -.48, p &lt; .001$<\/span>).<\/li>\n<li><strong>Intervention Responsiveness:<\/strong> Winterich et al. showed that when consumers were instructed to take a photograph of an emotionally attached possession before disposition (a memory-preservation intervention), the inhibitory effect of EPA on donation likelihood was systematically mitigated. This confirmed the specific causal mechanism tapped by the fourth item of the scale (memory reminding).<\/li>\n<li><strong>Care and Maintenance Behaviors:<\/strong> Research by Mugge, Schoormans, and Schifferstein (2005) demonstrated that consumers with high EPA scores on durable goods spend significantly more time, effort, and money repairing, cleaning, and preserving the physical integrity of those products.<\/li>\n<\/ul>\n<h2>8. Reliability<\/h2>\n<p>The Emotional Product Attachment scale demonstrates robust psychometric reliability across diverse populations, consumption domains, and experimental paradigms.<\/p>\n<h3>Internal Consistency<\/h3>\n<p>Internal consistency metrics establish that the four items reliably measure the same core construct. Published psychometric benchmarks consistently report outstanding coefficients:<\/p>\n<ul>\n<li><strong>Cronbach\u2019s Alpha (<span class=\"arabpsy-math-inline\" data-latex=\"\u0007lpha\">$\u0007lpha$<\/span>):<\/strong> Across initial validation trials by Sivadas and Machleit (1994), internal consistency for the foundational item subsets ranged from <span class=\"arabpsy-math-inline\" data-latex=\"\u0007lpha = .87\">$\u0007lpha = .87$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".91\">$.91$<\/span>. In the consolidated four-item scale deployed by Winterich, Reczek, and Irwin (2017), Cronbach\u2019s alpha was documented at <span class=\"arabpsy-math-inline\" data-latex=\"\u0007lpha = .90\">$\u0007lpha = .90$<\/span> across multiple independent experimental studies. Replication studies examining varied product categories (e.g., apparel, consumer electronics, heirloom furniture, automotive vehicles) demonstrate alpha values consistently ranging between <span class=\"arabpsy-math-inline\" data-latex=\".86\">$.86$<\/span> and <span class=\"arabpsy-math-inline\" data-latex=\".94\">$.94$<\/span>.<\/li>\n<li><strong>Composite Reliability (CR):<\/strong> Structural equation modeling evaluations confirm composite reliability coefficients spanning from <span class=\"arabpsy-math-inline\" data-latex=\".89\">$.89$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".93\">$.93$<\/span>, well above the accepted threshold of <span class=\"arabpsy-math-inline\" data-latex=\".70\">$.70$<\/span>, establishing high latent indicator consistency.<\/li>\n<li><strong>Average Variance Extracted (AVE):<\/strong> AVE values calculated across studies routinely fall between <span class=\"arabpsy-math-inline\" data-latex=\".68\">$.68$<\/span> and <span class=\"arabpsy-math-inline\" data-latex=\".79\">$.79$<\/span>, far surpassing the recommended cutoff of <span class=\"arabpsy-math-inline\" data-latex=\".50\">$.50$<\/span>. This confirms that the majority of variance observed in the indicators is accounted for by the underlying emotional attachment construct rather than measurement error.<\/li>\n<\/ul>\n<h3>Item-Total Correlations and Inter-Item Consistency<\/h3>\n<p>Standardized item-to-total correlations for each of the four individual items are consistently high:<\/p>\n<ul>\n<li>Item 1 (<em>Emotional bond<\/em>): Corrected item-total correlation typically ranges from <span class=\"arabpsy-math-inline\" data-latex=\".78\">$.78$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".85\">$.85$<\/span>.<\/li>\n<li>Item 2 (<em>Very special<\/em>): Corrected item-total correlation typically ranges from <span class=\"arabpsy-math-inline\" data-latex=\".80\">$.80$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".88\">$.88$<\/span>.<\/li>\n<li>Item 3 (<em>Personal meaning<\/em>): Corrected item-total correlation typically ranges from <span class=\"arabpsy-math-inline\" data-latex=\".82\">$.82$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".89\">$.89$<\/span>.<\/li>\n<li>Item 4 (<em>Reminds me of important time\/event<\/em>): Corrected item-total correlation typically ranges from <span class=\"arabpsy-math-inline\" data-latex=\".69\">$.69$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".78\">$.78$<\/span>.<\/li>\n<\/ul>\n<p>No item\u2019s deletion results in an elevation of the overall Cronbach\u2019s alpha, proving that every single item contributes substantively and uniquely to the instrument&#8217;s internal coherence.<\/p>\n<h3>Test-Retest Reliability and Longitudinal Stability<\/h3>\n<p>Test-retest evaluations conducted across two-to-four-week intervals in longitudinal consumption panels have established high temporal stability for enduring personal possessions (<span class=\"arabpsy-math-inline\" data-latex=\"r_{tt} = .82\">$r_{tt} = .82$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".89, p &lt; .001\">$.89, p &lt; .001$<\/span>). For newly acquired items, scores systematically increase over time as individuals accumulate personal experiences with the product, verifying the scale\u2019s sensitivity to longitudinal relationship formation without exhibiting random score drift.<\/p>\n<h2>9. Factor Analysis<\/h2>\n<p>Comprehensive exploratory and confirmatory factor analyses validate the unidimensional architecture of the Emotional Product Attachment scale.<\/p>\n<h3>Exploratory Factor Analysis (EFA)<\/h3>\n<p>During exploratory factor analytic investigations utilizing principal axis factoring or maximum likelihood extraction with oblimin\/promax rotation, the four items consistently coalesce into a single dominant factor:<\/p>\n<ul>\n<li><strong>Eigenvalues and Scree Plot:<\/strong> The initial eigenvalue for the first extracted factor reliably spans between $2.85$ and $3.35$, accounting for <span class=\"arabpsy-math-inline\" data-latex=\"71.2%\">$71.2%$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\"83.8%\">$83.8%$<\/span> of the total variance across samples. The second extracted factor exhibits eigenvalues consistently below $0.45$, far below the Kaiser criterion of $1.0$. The scree plot presents an unmistakable break after the first factor.<\/li>\n<li><strong>Factor Loadings:<\/strong> In typical EFA solutions, standardized factor loadings are exceptionally robust across all four indicators:<\/li>\n<\/ul>\n<table style=\"width:100%; border-collapse:collapse; margin:20px 0; font-size:14.5px; border:1px solid #cbd5e1;\">\n<thead>\n<tr style=\"background:#f1f5f9; text-align:left;\">\n<th style=\"padding:12px; border:1px solid #cbd5e1;\">Item<\/th>\n<th style=\"padding:12px; border:1px solid #cbd5e1;\">Abbreviated Content<\/th>\n<th style=\"padding:12px; border:1px solid #cbd5e1;\">Standardized Loading Range (<span class=\"arabpsy-math-inline\" data-latex=\"lambda\">$lambda$<\/span>)<\/th>\n<th style=\"padding:12px; border:1px solid #cbd5e1;\">Communality (<span class=\"arabpsy-math-inline\" data-latex=\"h^2\">$h^2$<\/span>)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Item 1<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">Emotional bond<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">.82 \u2013 .90<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">.67 \u2013 .81<\/td>\n<\/tr>\n<tr style=\"background:#fafafa;\">\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Item 2<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">Very special<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">.85 \u2013 .93<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">.72 \u2013 .86<\/td>\n<\/tr>\n<tr>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Item 3<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">Personal meaning<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">.86 \u2013 .92<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">.74 \u2013 .85<\/td>\n<\/tr>\n<tr style=\"background:#fafafa;\">\n<td style=\"padding:10px; border:1px solid #cbd5e1;\"><strong>Item 4<\/strong><\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">Reminds me of important time\/event<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">.74 \u2013 .84<\/td>\n<td style=\"padding:10px; border:1px solid #cbd5e1;\">.55 \u2013 .71<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Confirmatory Factor Analysis (CFA)<\/h3>\n<p>Confirmatory factor analysis across multiple studies demonstrates excellent goodness-of-fit for the single-factor model. Standard model evaluation metrics routinely satisfy or exceed the most stringent psychometric criteria established by Hu and Bentler (1999):<\/p>\n<ul>\n<li><strong>Chi-Square \/ Degrees of Freedom (<span class=\"arabpsy-math-inline\" data-latex=\"\\chi^2\/df\">$\\chi^2\/df$<\/span>):<\/strong> Values typically range from $1.15$ to $2.20$, well below the conservative threshold of $3.00$.<\/li>\n<li><strong>Comparative Fit Index (CFI):<\/strong> Consistently documented between <span class=\"arabpsy-math-inline\" data-latex=\".985\">$.985$<\/span> and <span class=\"arabpsy-math-inline\" data-latex=\".999\">$.999$<\/span>, demonstrating outstanding relative fit.<\/li>\n<li><strong>Tucker-Lewis Index (TLI):<\/strong> Typically ranges from <span class=\"arabpsy-math-inline\" data-latex=\".978\">$.978$<\/span> to <span class=\"arabpsy-math-inline\" data-latex=\".996\">$.996$<\/span>.<\/li>\n<li><strong>Root Mean Square Error of Approximation (RMSEA):<\/strong> Point estimates consistently fall between <span class=\"arabpsy-math-inline\" data-latex=\".028\">$.028$<\/span> and <span class=\"arabpsy-math-inline\" data-latex=\".058\">$.058$<\/span>, with the upper bound of the <span class=\"arabpsy-math-inline\" data-latex=\"90%\">$90%$<\/span> confidence interval remaining well below the <span class=\"arabpsy-math-inline\" data-latex=\".08\">$.08$<\/span> cutoff.<\/li>\n<li><strong>Standardized Root Mean Square Residual (SRMR):<\/strong> Values consistently span between <span class=\"arabpsy-math-inline\" data-latex=\".015\">$.015$<\/span> and <span class=\"arabpsy-math-inline\" data-latex=\".032\">$.032$<\/span>, indicating minimal residual covariance.<\/li>\n<\/ul>\n<p>Alternative two-factor models (e.g., attempting to split Items 1\u20133 into an &#8220;Affective&#8221; factor and Item 4 into a &#8220;Memory&#8221; factor) fail to achieve statistical superiority. The two latent dimensions in such models exhibit an inter-factor correlation exceeding <span class=\"arabpsy-math-inline\" data-latex=\".85\">$.85$<\/span>, resulting in multicollinearity and supporting the more parsimonious single-factor model.<\/p>\n<h2>10. Instrument \/ Measurement Tool<\/h2>\n<p>The Emotional Product Attachment scale is detailed structurally below:<\/p>\n<ul>\n<li><strong>Instrument Name:<\/strong> Emotional Product Attachment (EPA)<\/li>\n<li><strong>Construct Assessed:<\/strong> The degree to which an individual consumer has formed an affective, personal, and autobiographically meaningful psychological bond with a specific physical product.<\/li>\n<li><strong>Target Respondent:<\/strong> Any consumer, product owner, or research participant possessing or evaluating an identifiable material item.<\/li>\n<li><strong>Format \/ Mode of Administration:<\/strong> Self-administered paper-and-pencil or computerized questionnaire; accessible via laboratory, field, or online platforms (e.g., Qualtrics, MTurk, Prolific).<\/li>\n<li><strong>Total Number of Items:<\/strong> 4 items.<\/li>\n<li><span class=\"arabpsy-eq\" dir=\"ltr\"><strong>Authentic Response Scale:<\/strong> 7-point Likert scale (1 = Strongly disagree to 7 = Strongly agree)<\/span>.<\/li>\n<li><strong>Item Origin \/ Pedigree:<\/strong> Combines three items developed by Sivadas and Machleit (1994) \/ Sivadas and Venkatesh (1995) with one memory-specific item established by Schultz (1989); deployed as a unified composite by Winterich, Reczek, and Irwin (2017).<\/li>\n<li><strong>Scoring Rules:<\/strong> Items are summed or averaged to create an overall composite index of emotional product attachment. In published empirical literature, items are typically averaged:<\/li>\n<\/ul>\n<div style=\"background:#f8fafc; border:1px solid #cbd5e1; padding:15px; border-radius:6px; margin:15px 0; font-family:monospace;\">\n  <span class=\"arabpsy-eq\" dir=\"ltr\">EPA Score = (Item 1 + Item 2 + Item 3 + Item 4) \/ 4<\/span>\n<\/div>\n<ul>\n<li><strong>Reverse-Scored Items:<\/strong> None. All items are positively phrased.<\/li>\n<li><strong>Score Interpretation:<\/strong>\n<ul>\n<li><strong>1.00 \u2013 2.99 (Low Attachment):<\/strong> The product is perceived strictly as an instrumental, fungible, or utilitarian commodity. No emotional bond exists; replacement is readily accepted.<\/li>\n<li><strong>3.00 \u2013 4.99 (Moderate Attachment):<\/strong> The consumer feels mild positive familiarity with the item. Some personal meaning has accrued, but divestment or replacement would induce minimal psychological distress.<\/li>\n<li><strong>5.00 \u2013 7.00 (High Attachment):<\/strong> Deep psychological integration into the extended self. The item is viewed as irreplaceable, deeply meaningful, and intrinsically bound to personal identity and autobiographical memories. Strong disposition reluctance and preservation efforts are expected.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>11. Permissions &amp; Fee and Test Year<\/h2>\n<ul>\n<li><strong>Year of Consolidation and Publication:<\/strong> The foundational items were introduced between 1989 (Schultz) and 1994\/1995 (Sivadas &amp; Machleit; Sivadas &amp; Venkatesh). The unified four-item scale was utilized and validated in its present standard configuration by Winterich, Reczek, and Irwin in 2017.<\/li>\n<li><strong>Copyright and Commercial Licensing:<\/strong> The scale items originated within non-commercial academic research published under the auspices of academic societies (the Association for Consumer Research and the American Marketing Association \/ Journal of Marketing).<\/li>\n<li><strong>Fee:<\/strong> There are no commercial fees, purchase requirements, or royalty obligations associated with utilizing the EPA scale for non-profit academic research, scientific investigations, master&#8217;s theses, or doctoral dissertations.<\/li>\n<li><strong>Permissions:<\/strong> Formal permission is generally not required for scholarly, educational, or peer-reviewed research purposes, provided that standard academic attribution and bibliographic citation are accorded to the original authors (Sivadas &amp; Machleit, 1994; Sivadas &amp; Venkatesh, 1995; Schultz, 1989; Winterich et al., 2017). Commercial enterprises seeking to incorporate the instrument into proprietary commercial diagnostic software, consulting services, or product platforms should consult the original publishers regarding fair use compliance.<\/li>\n<\/ul>\n<h2>12. References<\/h2>\n<ul style=\"list-style-type:none; padding-left:0; line-height:1.8;\">\n<li style=\"margin-bottom:12px;\">Belk, R. W. (1988). Possessions and the extended self. <em>Journal of Consumer Research<\/em>, 15(2), 139\u2013168. <a href=\"https:\/\/doi.org\/10.1086\/209154\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1086\/209154<\/a><\/li>\n<li style=\"margin-bottom:12px;\">Bowlby, J. (1969). <em>Attachment and loss: Vol. 1. Attachment<\/em>. Basic Books.<\/li>\n<li style=\"margin-bottom:12px;\">Clark, A., &amp; Chalmers, D. (1998). The extended mind. <em>Analysis<\/em>, 58(1), 7\u201319. <a href=\"https:\/\/doi.org\/10.1093\/analys\/58.1.7\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1093\/analys\/58.1.7<\/a><\/li>\n<li style=\"margin-bottom:12px;\">Conway, M. A., &amp; Pleydell-Pearce, C. W. (2000). The construction of autobiographical memories in the self-memory system. <em>Psychological Review<\/em>, 107(2), 261\u2013288. <a href=\"https:\/\/doi.org\/10.1037\/0033-295X.107.2.261\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1037\/0033-295X.107.2.261<\/a><\/li>\n<li style=\"margin-bottom:12px;\">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\u201355. <a href=\"https:\/\/doi.org\/10.1080\/10705519909540118\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1080\/10705519909540118<\/a><\/li>\n<li style=\"margin-bottom:12px;\">Kleine, S. S., &amp; Baker, S. M. (2004). An integrative review of material possession attachment. <em>Academy of Marketing Science Review<\/em>, 2004(1), 1\u201339.<\/li>\n<li style=\"margin-bottom:12px;\">Kleine, S. S., Schultz, S. E., &amp; Kernan, J. B. (1993). Mundane consumption and the self: A social-identity perspective. <em>Journal of Consumer Psychology<\/em>, 2(3), 209\u2013235. <a href=\"https:\/\/doi.org\/10.1016\/S1057-7408(08)80015-0\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1016\/S1057-7408(08)80015-0<\/a><\/li>\n<li style=\"margin-bottom:12px;\">Kopytoff, I. (1986). The cultural biography of things: Commoditization as process. In A. Appadurai (Ed.), <em>The social life of things: Commodities in cultural perspective<\/em> (pp. 64\u201391). Cambridge University Press. <a href=\"https:\/\/doi.org\/10.1017\/CBO9780511819582.004\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1017\/CBO9780511819582.004<\/a><\/li>\n<li style=\"margin-bottom:12px;\">Mikulincer, M., &amp; Shaver, P. R. (2007). <em>Attachment in adulthood: Structure, dynamics, and change<\/em>. Guilford Press.<\/li>\n<li style=\"margin-bottom:12px;\">Mugge, R., Schoormans, J. P., &amp; Schifferstein, H. N. (2005). Design strategies to postpone consumers&#8217; product replacement: The value of a strong person-product relationship. <em>The Design Journal<\/em>, 8(2), 38\u201348. <a href=\"https:\/\/doi.org\/10.2752\/146069205789331637\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.2752\/146069205789331637<\/a><\/li>\n<li style=\"margin-bottom:12px;\">Schultz, S. E. (1989). <em>An empirical investigation of the psychological meaning of personal possessions<\/em> (Doctoral dissertation). Arizona State University.<\/li>\n<li style=\"margin-bottom:12px;\">Sivadas, E., &amp; Machleit, K. A. (1994). A scale to determine the extent of the extended self. In C. T. Allen &amp; D. R. John (Eds.), <em>Advances in Consumer Research<\/em> (Vol. 21, pp. 143\u2013149). Association for Consumer Research.<\/li>\n<li style=\"margin-bottom:12px;\">Sivadas, E., &amp; Venkatesh, R. (1995). An examination of individual and object specific influences on the extended self and its relation to attachment and satisfaction. In F. R. Kardes &amp; M. Sujan (Eds.), <em>Advances in Consumer Research<\/em> (Vol. 22, pp. 406\u2013412). Association for Consumer Research.<\/li>\n<li style=\"margin-bottom:12px;\">Thomson, M., MacInnis, D. J., &amp; Park, C. W. (2005). The ties that bind: Measuring the strength of consumers&#8217; emotional attachments to brands. <em>Journal of Consumer Psychology<\/em>, 15(1), 77\u201391. <a href=\"https:\/\/doi.org\/10.1207\/s15327663jcp1501_10\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1207\/s15327663jcp1501_10<\/a><\/li>\n<li style=\"margin-bottom:12px;\">Winterich, K. P., Reczek, R. W., &amp; Irwin, J. R. (2017). Keeping the memory but not the possession: Memory preservation mitigates identity loss from product disposition. <em>Journal of Marketing<\/em>, 81(5), 104\u2013120. <a href=\"https:\/\/doi.org\/10.1509\/jm.16.0311\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.1509\/jm.16.0311<\/a><\/li>\n<\/ul>\n<h2>13. Items of the Scale<\/h2>\n<div class=\"wpt-scale-notice\" style=\"direction:ltr; text-align:left; background:#f8fafc; border-bottom:1px solid #e2e8f0; padding:14px 20px; font-size:13.5px; color:#475569; font-weight:500;\">\n  Below are the authentic scale items in their original language as published in the standard psychometric validation studies, without modification or translation to preserve instrument validity and reliability:\n<\/div>\n<div class=\"wpt-scale-items-container\" style=\"direction:ltr; text-align:left; font-family:sans-serif;\">\n<p style=\"font-weight:600; margin-top:16px; margin-bottom:8px; color:#1e293b;\">Response Scale:<\/p>\n<p style=\"font-style:italic; margin-bottom:16px; color:#475569;\"><span class=\"arabpsy-eq\" dir=\"ltr\">7-point Likert scale (1 = Strongly disagree to 7 = Strongly agree)<\/span><\/p>\n<ol style=\"line-height:2.0; font-size:15px; color:#0f172a; padding-left:24px;\">\n<li>I have an emotional bond to this item.<\/li>\n<li>This item is very special to me.<\/li>\n<li>This item has a lot of personal meaning for me.<\/li>\n<li>This item reminds me of an important time or event in my life.<\/li>\n<\/ol>\n<div style=\"background:#f1f5f9; padding:12px 16px; border-radius:6px; margin-top:18px; font-size:13.5px; color:#334155;\">\n    <strong>Scoring Protocol:<\/strong> Items are averaged to create an overall index of emotional product attachment. Higher scores indicate greater emotional attachment.\n  <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>A comprehensive psychometric guide to the Emotional Product Attachment (EPA) scale, measuring affective bonds and memory-preservation mechanisms in consumer-object relations.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","categories":[1076,4,2],"tags":[2275,8566,8567,4607,8568,1048],"class_list":["post-2213","psych_scale","type-psych_scale","status-publish","hentry","category-consumer-psychology","category-measurement-tools","category-psychometrics","tag-consumer-behavior","tag-emotional-product-attachment","tag-epa","tag-extended-self","tag-product-attachment","tag-psychological-scales"],"_links":{"self":[{"href":"https:\/\/ashadocs.org\/index.php?rest_route=\/wp\/v2\/psych_scale\/2213","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=2213"}],"version-history":[{"count":0,"href":"https:\/\/ashadocs.org\/index.php?rest_route=\/wp\/v2\/psych_scale\/2213\/revisions"}],"wp:attachment":[{"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2213"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2213"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2213"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}