The Environmental Stimuli, Satisfaction, and Behavioral Intentions in the Alternative Golf Context Model Questionnaire<\/strong> is an empirical psychometric instrument designed to evaluate consumer perceptions, affective cognitive evaluations, and post-consumption behavioral patterns within contemporary, technology-driven sport-entertainment facilities (such as Topgolf, Drive Shack, and screen golf simulation lounges). Grounded in an extended formulation of the classical Mehrabian\u2013Russell Stimulus-Organism-Response (S-O-R) framework<\/a>, this questionnaire operationalizes environmental stimuli across three multidimensional hospitality and leisure vectors: physical environment quality<\/em>, food and beverage quality<\/em>, and service quality<\/em>. These environmental antecedents drive the consumer organism state\u2014manifested through customer satisfaction<\/em>\u2014which subsequently governs downstream behavioral outcomes conceptualized as activity involvement<\/em> and behavioral intentions<\/em> (including revisit propensity and positive word-of-mouth recommendations).<\/p>\n The operationalized measurement model comprises 21 items across six latent dimensions, administered using a standardized seven-point Likert response format ranging from 1 (Strongly Disagree) to 7 (Strongly Agree). Psychometric validation across adult consumer cohorts demonstrates exceptional measurement integrity. Confirmatory factor analyses reveal robust construct validity, with standardized factor loadings ranging from 0.655 to 0.896, and average variance extracted (AVE) values spanning 0.615 to 0.691, exceeding conservative psychometric thresholds. Evaluated across structural equation modeling procedures, the instrument exhibits strong goodness-of-fit indices (\u03c7\u00b2 = 362.366, df = 137, \u03c7\u00b2\/df = 2.645, CFI = 0.964, TLI = 0.955, NFI = 0.944, and RMSEA = 0.058). Reliability diagnostics confirm high internal consistency, yielding Cronbach\u2019s alpha coefficients between 0.827 and 0.890 and composite reliability scores between 0.818 and 0.891 across all subscales. This assessment system provides hospitality managers, sports sociologists, and consumer psychologists with a standardized diagnostic tool to quantify experiential service delivery, consumer pleasure, ongoing brand engagement, and customer retention within hybrid sporttainment ecosystems<\/span>.<\/p>\n Alternative Golf, Environmental Stimuli, Mehrabian-Russell Model, Customer Satisfaction, Behavioral Intentions, Activity Involvement, Servicescape, Hospitality Management, Service Quality, Sports Marketing<\/p>\n The measurement model and its underlying empirical validation were established by a collaborative team of hospitality management, tourism, and consumer behavior scholars at the University of Central Florida:<\/p>\n The emergence of “alternative golf”\u2014characterized by high-tech, microchipped golf balls, digital shot-tracking screens, upscale hospitality bays, chef-driven culinary offerings, and communal entertainment spaces\u2014represents a fundamental paradigm shift away from traditional, green-grass 18-hole golf courses. While green-grass golf is traditionally governed by strict etiquette, substantial time commitments, high barrier-to-entry costs, and an athletic focus, alternative golf merges sport with casual social leisure, gamification, and commercial dining. Consequently, standard sport participation inventories or traditional restaurant evaluation tools fail to capture the complex, multi-sensory interactions inherent to this hybrid recreational domain. The primary purpose of the Environmental Stimuli, Satisfaction, and Behavioral Intentions Model Questionnaire is to bridge this methodological void by providing a psychometrically validated, domain-specific measurement system that quantifies how integrated spatial, culinary, and human service encounters shape psychological satisfaction and enduring behavioral fidelity.<\/p>\n From an applied research and management perspective, this tool fulfills several diagnostic functions:<\/p>\n The instrument operationalizes six distinct latent psychological constructs that capture the complete continuum of environmental perception, affective evaluation, lifestyle integration, and intended future action:<\/p>\n Physical environment quality pertains to the customer’s cognitive and sensory assessment of the physical and digital servicescape. Rooted in environmental design theory, this dimension evaluates bay architecture, seating comfort, visual aesthetics, cleanliness, and the operational sophistication of the technology-driven tracking interfaces and ball dispensers. In the alternative golf context, this encompasses modern, climate-controlled hitting bays, responsive digital shot-tracing technology, visual user interfaces, and the facility’s overall visual ambiance.<\/p>\n Food and beverage quality captures the culinary dimensions of the entertainment experience. Unlike conventional driving ranges where food service is secondary or restricted to vending and snack bars, alternative golf platforms operate as full-service dining destinations. This construct measures menu diversity, visual presentation, ingredient freshness, sensory taste appeal, and perceived price-to-value equity. It quantifies how the gastronomic offering contributes to the overall hospitality experience.<\/p>\n Service quality reflects customer appraisals of human-to-human relational delivery during the guest journey. Adapting fundamental principles from the SERVQUAL model<\/a>, this dimension measures the interpersonal warmth, competence, reliability, empathy, and speed demonstrated by guest service hosts, bay attendants, food servers, and bay-reservation personnel. It emphasizes operational dependability and relational attentiveness.<\/p>\n Customer satisfaction represents the central internal organismic state within the model. Conceptualized through expectancy-disconfirmation theory<\/a> and cumulative affective appraisal, this construct reflects the guest\u2019s overarching psychological validation that their visit was rewarding, enjoyable, cognitively sound, and emotionally pleasing. It synthesizes discrete service encounters into an overall affective evaluation of the leisure episode.<\/p>\n Activity involvement operationalizes the degree of psychological identification, personal relevance, and ego involvement the consumer connects with alternative golf as an ongoing leisure pursuit. Drawing upon leisure involvement theory<\/a>, this dimension assesses whether the guest views participation as an integral component of their recreational identity, a meaningful social ritual, and an activity worthy of ongoing temporal and financial commitment.<\/p>\n Behavioral intentions serve as the primary downstream outcome construct, reflecting the consumer’s self-reported probability of enacting positive future behaviors toward the brand. Consistent with the Theory of Planned Behavior<\/a>, this dimension measures three critical loyalty markers: the explicit intent to physically revisit the venue in the short and medium term, willingness to recommend the facility to familial and peer networks, and proactive generation of positive word-of-mouth (WOM) communication.<\/p>\n The structural foundation of this measurement model rests upon an extended version of the classical Mehrabian\u2013Russell (M-R) Environmental Psychology Model<\/strong> (Mehrabian & Russell, 1974), integrated with Bitner’s Servicescape Paradigm<\/strong> (Bitner, 1992) and Leisure Involvement Theory<\/strong> (Havitz & Dimanche, 1997).<\/p>\n The classical M-R paradigm posits that objective external environmental stimuli (S<\/strong>) trigger internal affective, cognitive, and neurobiological states within the individual organism (O<\/strong>), which in turn dictate approach or avoidance behaviors (R<\/strong>). Historically, environmental psychologists conceptualized the organismic state primarily through emotional dimensions: Pleasure, Arousal, and Dominance (PAD). In hospitality and services marketing, Bitner translated these abstract architectural principles into the “Servicescape” framework, demonstrating that physical design, ambient conditions, spatial layout, and human artifacts serve as explicit cognitive cues that shape customer expectations, mood states, and perceived service value.<\/p>\n Hahm, Kwun, and Kang (2023) advanced the M-R paradigm by tailoring its structural linkages to the multi-attribute realities of modern sporttainment. First, they expanded the Stimulus (S)<\/strong> stage beyond passive architectural aesthetics to encapsulate a tri-component environmental bundle: the built technological environment, culinary excellence, and interpersonal frontline service. Second, they designated Customer Satisfaction<\/em> as the central Organism (O)<\/strong> conduit, positing that in experiential commercial settings, cognitive satisfaction and hedonic pleasure mediate the transfer of environmental perceptions into sustained loyalty. Third, they diversified the Response (R)<\/strong> spectrum: while standard S-O-R studies limit approach behavior to immediate purchasing or immediate repurchase intentions, this model introduces Activity Involvement<\/em> alongside Behavioral Intentions<\/em>, conceptualizing response not merely as transactional re-patronage, but as lifestyle absorption and social advocacy.<\/p>\n The extended theoretical framework incorporates individual difference variables as critical boundary conditions. Grounded in Self-Determination Theory<\/a> and recreational specialization models, the authors theorize that customer perceptions of environmental stimuli do not translate into satisfaction uniformly across all patrons. Instead, recreational motivation<\/em> (ranging from casual hedonism and socialization to competitive athletic practice) and golfer skill level<\/em> (novice, intermediate, advanced) moderate these structural relationships. For example, highly skilled traditional golfers may place greater weight on technological simulation accuracy and equipment reliability, whereas social-hedonic visitors are more strongly influenced by food and beverage variety, ambient music, and service responsiveness.<\/p>\n The psychometric validity of the instrument was tested using structural equation modeling (SEM) and rigorous construct validation methodologies on empirical data collected from active adult patrons of commercial alternative golf complexes across the United States.<\/p>\n Convergent validity determines the degree to which individual items operationalizing a latent construct share a high proportion of common variance. In the validation study (Hahm et al., 2023), convergent validity was demonstrated using two psychometric benchmarks:<\/p>\n Discriminant validity assesses whether constructs intended to measure conceptually distinct theoretical concepts are statistically distinct. Discriminant validity was verified using the Fornell\u2013Larcker criterion: the squared correlation between any pair of latent constructs must be less than the AVE of each individual construct. In this instrument’s measurement model, every squared inter-construct correlation fell below the corresponding AVE values, demonstrating that constructs like Activity Involvement<\/em>, Customer Satisfaction<\/em>, and Behavioral Intentions<\/em> reflect non-redundant, empirically distinct psychological dimensions.<\/p>\n Nomological validity was established through structural path analysis. As hypothesized by the underlying theoretical framework, environmental stimuli (Physical Environment, Food & Beverage, and Service Quality) exhibited direct, statistically significant positive paths to Customer Satisfaction. In turn, Customer Satisfaction demonstrated strong, positive predictive paths to both Activity Involvement and Behavioral Intentions, verifying the directional relationships specified by the extended Mehrabian\u2013Russell model.<\/p>\n The scale exhibits high internal consistency and measurement precision, evidenced across both traditional Cronbach’s alpha diagnostics and composite reliability (CR) calculations:<\/p>\n A rigorous Confirmatory Factor Analysis (CFA) using maximum likelihood estimation was conducted to assess the overall structural integrity of the six-factor measurement model. The analyzed structure comprises: Physical Environment Quality (4 items), Food and Beverage Quality (4 items), Service Quality (4 items), Customer Satisfaction (3 items), Activity Involvement (3 items), and Behavioral Intentions (3 items).<\/p>\n The CFA results demonstrated an excellent fit between the hypothesized measurement architecture and the empirical data. All primary goodness-of-fit indices met or exceeded accepted psychometric standards:<\/p>\n All 21 manifest items loaded robustly and significantly on their designated latent factors. Parameter estimations demonstrated that bay aesthetics and interactive tracking reliability are primary anchors for physical environment quality; menu diversity and sensory taste appeal anchor food and beverage quality; and employee responsiveness and dependability anchor service quality. No substantial cross-loadings or modification index anomalies were detected, confirming that the six latent constructs operate as distinct structural entities.<\/p>\n The scale was developed, validated, and published in 2023<\/strong> by Jeeyeon Jeannie Hahm, David J. Kwun, and Juhee Kang. It was introduced in their empirical study published in the International Journal of Hospitality Management<\/em>.<\/p>\n Licensing and Academic Access:<\/strong> The scale is open for non-commercial research, academic inquiry, higher-education teaching, and institutional evaluation. Academic researchers may utilize, reproduce, and adapt the items for scientific investigations without royalty fees, provided full academic attribution is granted through citation of the original source publication. Commercial market-research implementations, brand consultancy applications, or automated software integrations should reference the published literature or establish contact with the corresponding author (Jeeyeon.Hahm@ucf.edu<\/a>) regarding intellectual property permissions.<\/p>\n Response Scale:<\/strong> 7-point Likert scale (1 = Strongly Disagree to 7 = Strongly Agree)<\/span><\/p>\n A psychometric review of the Environmental Stimuli, Satisfaction, and Behavioral Intentions Model Questionnaire in alternative golf, evaluating servicescapes, satisfaction, and loyalty.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","categories":[1076,3428,2,14883],"tags":[23633,23634,2402,2343,23635,23636,23637,3445,2324,3179],"class_list":["post-7914","psych_scale","type-psych_scale","status-publish","hentry","category-consumer-psychology","category-hospitality-management","category-psychometrics","category-sports-science","tag-activity-involvement","tag-alternative-golf","tag-behavioral-intentions","tag-customer-satisfaction","tag-environmental-stimuli","tag-food-and-beverage-quality","tag-mehrabian-russell-model","tag-physical-environment","tag-service-quality","tag-servicescape"],"_links":{"self":[{"href":"https:\/\/ashadocs.org\/index.php?rest_route=\/wp\/v2\/psych_scale\/7914","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=7914"}],"version-history":[{"count":0,"href":"https:\/\/ashadocs.org\/index.php?rest_route=\/wp\/v2\/psych_scale\/7914\/revisions"}],"wp:attachment":[{"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7914"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7914"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ashadocs.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7914"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}Keywords<\/h2>\n
Authors<\/h2>\n
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Purpose<\/h2>\n
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Psychological Construct<\/h2>\n
1. Physical Environment Quality<\/h3>\n
2. Food and Beverage Quality<\/h3>\n
3. Service Quality<\/h3>\n
4. Customer Satisfaction<\/h3>\n
5. Activity Involvement<\/h3>\n
6. Behavioral Intentions<\/h3>\n
Theoretical Framework<\/h2>\n
The Stimulus-Organism-Response (S-O-R) Paradigm<\/h3>\n
The Moderating Architecture: Motivation and Skill<\/h3>\n
Validity<\/h2>\n
Convergent Validity<\/h3>\n
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Discriminant Validity<\/h3>\n
Predictive and Nomological Validity<\/h3>\n
Reliability<\/h2>\n
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Factor Analysis<\/h2>\n
Model Fit Diagnostics<\/h3>\n
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Factor Loadings and Parameter Overview<\/h3>\n
Instrument \/ Measurement Tool<\/h2>\n
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Permissions & Fee and Test Year<\/h2>\n
References<\/h2>\n
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Items of the Scale<\/h2>\n
Physical Environment Quality<\/h3>\n
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Food and Beverage Quality<\/h3>\n
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Service Quality<\/h3>\n
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Customer Satisfaction<\/h3>\n
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Activity Involvement<\/h3>\n
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Behavioral Intentions<\/h3>\n
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