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Full-Text Articles in Marketing

Editorial: Towards An Emerging Science Of Customer Loyalty To Retail Stores: Explanation, Drivers, And Frameworks, Arturo Z. Vasquez-Parraga, Miguel Sahagun, Fabio Musso Feb 2024

Editorial: Towards An Emerging Science Of Customer Loyalty To Retail Stores: Explanation, Drivers, And Frameworks, Arturo Z. Vasquez-Parraga, Miguel Sahagun, Fabio Musso

Marketing Faculty Publications and Presentations

No abstract provided.


Redesigning An Effective Pathway To Consumer Loyalty For Sustainable Competitive Advantage, Stephen P. Panczak Dec 2023

Redesigning An Effective Pathway To Consumer Loyalty For Sustainable Competitive Advantage, Stephen P. Panczak

Doctoral Dissertations and Projects

The qualitative case study aimed to study the impact of leadership behaviors on delivering hospitality frontline employee services to customers to sustain consumer loyalty and gain a sustainable competitive advantage in the South Florida hospitality and tourism industry. The flexible design allowed the researcher to develop specific research questions while focusing on the problem statement, which addressed the potential inability of U.S. business leaders in service-related industries to gain customer loyalty, resulting in the possible loss of competitive advantage for the organizations. The researcher selected a highly successful South Florida luxury hotel resort, and twenty-nine professionally diversified participants were interviewed …


Value Co-Creation In Buy Online Pickup In-Store (Bopis), Elizabeth H. Manser Payne, Addison G. Smith Jun 2023

Value Co-Creation In Buy Online Pickup In-Store (Bopis), Elizabeth H. Manser Payne, Addison G. Smith

Mountain Plains Journal of Business and Technology

The purpose of this study is to identify consumer attitudes toward buy online pickup in-store (BOPIS). This study examines how value perceptions change as consumers progress in the online ordering and physical pickup processes within the BOPIS channel. We use a multivariate regression and two separate multiple regression analyses to examine the differential effects of multiple constructs on BOPIS customer satisfaction. As consumers start the process by engaging with the retailer online, perceived usefulness and hedonic value online play a critical role in customer satisfaction. Consumer attitudes change as they pick up their order at the store where the degree …


Relationship Between Customer Expectations And Financial Performance Of Food Industry Businesses In A Customer Satisfaction Model, Petr Suchanek, Maria Kralova Jun 2023

Relationship Between Customer Expectations And Financial Performance Of Food Industry Businesses In A Customer Satisfaction Model, Petr Suchanek, Maria Kralova

Economic and Business Review

Research on customer satisfaction in repeat purchases shows that the relationship between customer expectations and customer satisfaction can be inverse to what is commonly reported. This also has an impact on the financial performance of an enterprise, which is therefore directly influenced by customer expectations. The goal of this paper is to determine whether customer satisfaction affects customer expectations and whether these expectations have a direct impact on the financial performance of an enterprise. The variables representing factors of customer satisfaction, including customer expectations, are measured using a customer survey. Business financial performance (BFP) was measured using the ROA, ROE, …


Minimizing The Ratchet Effect: Why Reciprocity Preserves Customer Satisfaction In Service Environments, Kyle A. Huggins, Val Larsen Jan 2023

Minimizing The Ratchet Effect: Why Reciprocity Preserves Customer Satisfaction In Service Environments, Kyle A. Huggins, Val Larsen

Association of Marketing Theory and Practice Proceedings 2023

This paper focuses on a fundamental problem for marketers: the ratchet effect. The ratchet effect occurs when actual service performance is perceived to be significantly higher than service expectations, causing dissonance and resulting consumer guilt. If left unattended, consumers relieve their guilt by increasing the perceived state of expectations for subsequent visits. Known as the ratchet effect, this causes a dilemma for the service business as they consistently strive to improve service performance. Using equity theory, our experimental study explores whether businesses can break the ratchet effect by providing mechanisms of reciprocity for consumers to respond at little or no …


Salesperson-Customer Dyads In The Casino Gaming Industry: How Sales Competencies And Relationship Lifecycles Influence Customer Satisfaction And Account Profitability, Alicia Lechtenberger Dec 2022

Salesperson-Customer Dyads In The Casino Gaming Industry: How Sales Competencies And Relationship Lifecycles Influence Customer Satisfaction And Account Profitability, Alicia Lechtenberger

UNLV Theses, Dissertations, Professional Papers, and Capstones

Developing extraordinary relationships between sales personnel and customers is essential to corporate success. To meet the increasing demands of customers within the hospitality industry, corporations must ensure they pair customers with salespeople who are highly competent, possessing refined and adaptable skill sets that directly increase customer satisfaction and account profitability. Corporations spend billions of dollars annually on hiring and training salespeople; yet, salespeople often quit or miss their quota targets. Considering this industry-wide business problem, the purpose of this dissertation study was to determine how sales competencies influence customer satisfaction and account profitability while taking into consideration the duration of …


Examining Customer Loyalty Among Omni-Channel Users In The Age Of Disruptions In Retailing, Sheeraz Yar Khan, Jawaid A. Qureshi Jun 2022

Examining Customer Loyalty Among Omni-Channel Users In The Age Of Disruptions In Retailing, Sheeraz Yar Khan, Jawaid A. Qureshi

3rd IBA SBS International Conference 2024

Amid tech-disruptions and the pandemic, COVID-19, the world has witnessed swift growth in omni-channels. This study aims to investigate the factors that influence the customer loyalty among omni-channel users. Omni-channels are famous platforms that connect customers with the brands. Firms strive hard to keep this channel more interactive and supportive in order to satisfy customers and create loyalty among them. Although it is an important aspect in modern business, fewer studies have been conducted in this area to provide a comprehensive model that not only helps to create satisfaction but also loyalty among users. The data for this study was …


Two Studies Exploring The Effects Of Ageing Cohorts And Channel Usage On The Antecedents And Consequence Of Customer Satisfaction, Yongchang Chen Jun 2022

Two Studies Exploring The Effects Of Ageing Cohorts And Channel Usage On The Antecedents And Consequence Of Customer Satisfaction, Yongchang Chen

Dissertations and Theses Collection (Open Access)

A rapidly ageing customer base, and an acceleration in the adoption of self-service technologies (SST) are two major trends which are set to have an increasing impact on how companies manage and satisfy customers. While there has been a rich body of work studying the effects of ageing and SST usage on customers, research on how they might affect cumulative satisfaction appears to be limited. The ageing literature tends to focus on cognition and decision-making processes, while SST research tends to be narrowly focused on SST evaluation and adoption. Our understanding on how ageing affects how satisfied customers are with …


The Impact Of Internet Banking At Times Of Pandemic; Customer Experience, Satisfaction, Trust, Loyalty, E-Service Quality And Bank’S Financial Performance; An Application On Egyptian Public Banks, Madiha Metawie, Dalia Ahmed Mosallamy Faculty Of Business Adminstration, Economics And Political Science Feb 2022

The Impact Of Internet Banking At Times Of Pandemic; Customer Experience, Satisfaction, Trust, Loyalty, E-Service Quality And Bank’S Financial Performance; An Application On Egyptian Public Banks, Madiha Metawie, Dalia Ahmed Mosallamy Faculty Of Business Adminstration, Economics And Political Science

Business Administration

The purpose of this study is to examine the impact of Internet banking on customer experience, satisfaction, trust, loyalty, E-service quality and financial performance in Egyptian public banks. This study concentrates on public bank’s customers in Egypt as a developing nation in the Middle East, which limits the generalizations of the paper findings to other banks globally. However, the fact that all banks faced similar challenges at times of pandemics and typically adopt common standards in bank financial management implies that the findings are potentially robust for global bank management. Structural Equation Modelling was applied to examine the research hypotheses. …


Role Of Consumption Emotions Mediate Perceived Service Fairness To The Service Satisfaction And Its Impact On Customers’ Behavioral Intentions, Abolghasem Ebrahimi, Abbas Abbasi, Mojtaba Khalifeh, Mehdi Samizadeh, Farzaneh Abkhiz Nov 2021

Role Of Consumption Emotions Mediate Perceived Service Fairness To The Service Satisfaction And Its Impact On Customers’ Behavioral Intentions, Abolghasem Ebrahimi, Abbas Abbasi, Mojtaba Khalifeh, Mehdi Samizadeh, Farzaneh Abkhiz

ASEAN Marketing Journal

Considering that customers’ emotions toward received services are evaluated in light of fairness and equity theory, the purpose of this study is to investigate the effect of customers’ perceptions and emotions of received services on their behavioral intentions. Data were collected from 329 questioners that were distributed among Mellat bank customers, and hypotheses and the conceptual model were analyzed based on the data collected through structural equation modeling in AMOS 18. Results showed that three dimensions of interactional, procedural, and distributive justice affected customers’ emotions (negative and positive) and satisfaction. Customers’ emotions were also found to be having a mediating …


The Study Of Relationship Among Experiential Marketing, Service Quality, Customer Satisfaction, And Customer Loyalty, Puti Ara Zena, Aswin Dewanto Hadisumarto Nov 2021

The Study Of Relationship Among Experiential Marketing, Service Quality, Customer Satisfaction, And Customer Loyalty, Puti Ara Zena, Aswin Dewanto Hadisumarto

ASEAN Marketing Journal

Experiential marketing is one of the marketing approaches that gives a great framework to combine experience and entertainment elements into a product or service. Some of businesses in Indonesia have already used this approach and one of them is Strawberry Cafe which provides many kinds of free board games for the customer. The purpose of this research is to understand the impact of experiential marketing used by Strawberry Cafe related to customer satisfaction and loyalty. The data were collected from 142 respondents but after screening, only 80 that met the requirements and could be analyzed. Structural Equation Modeling (SEM) using …


Factors Affecting Customers’ Satisfaction And Perception: Case Study Of Islamic Banks’Service Quality, Yayah Cheriyah, Widya Sulistyowati, Ade Cornelia, Viverita Viverita Nov 2021

Factors Affecting Customers’ Satisfaction And Perception: Case Study Of Islamic Banks’Service Quality, Yayah Cheriyah, Widya Sulistyowati, Ade Cornelia, Viverita Viverita

ASEAN Marketing Journal

This study aims to investigate the perception and expectation of the Islamic bank customers on the banks’ service quality, and how these factors affect their satisfaction and their intention to buy and to use the Islamic banks products and services.This finding implies that the Islamic banks should have pay more attention to their service quality since it would have a positif influence on customer satisfaction and purchase intention.


Hacking The Pandemic: Launching Third Space Into Cyberspace, Brittany Bowser Jan 2021

Hacking The Pandemic: Launching Third Space Into Cyberspace, Brittany Bowser

STEMPS Faculty Publications

The article discusses importance of the school library as a third space for learning. Topics discussed include need for school library's third space to expand into cyberspace; focus to promote awareness of school librarianship; and need for school librarians to prioritize marketing themselves and their instruction.


Customer Satisfaction And Its Impact On The Future Costs Of Selling, Leon Gim Lim, Kapil R. Tuli, Rajdeep Grewal May 2020

Customer Satisfaction And Its Impact On The Future Costs Of Selling, Leon Gim Lim, Kapil R. Tuli, Rajdeep Grewal

Research Collection Lee Kong Chian School Of Business

Although scholars have established that customer satisfaction affects different dimensions of firm financial performance, a managerially important but overlooked aspect is its effect on a firm’s future cost of selling (COS), that is, expenditures associated with persuading customers and providing convenience to them. Accordingly, this study presents the first empirical and theoretical examination of the impact of customer satisfaction on future COS. The authors propose that while higher customer satisfaction can lower future COS, the degree to which a firm realizes this benefit depends on its strategy and operating environment. Analyzing almost two decades of data from 128 firms, the …


Gauging The Impact Of E-Coupons On B2c Retail Markets, Alan D. Smith, James Shock Feb 2019

Gauging The Impact Of E-Coupons On B2c Retail Markets, Alan D. Smith, James Shock

Atlantic Marketing Association Proceedings

No abstract provided.


Psychological Contract Breach And Customer Satisfaction: A Study Of Online Shopping, Hua Chang, Lingling Zhang Jan 2018

Psychological Contract Breach And Customer Satisfaction: A Study Of Online Shopping, Hua Chang, Lingling Zhang

Association of Marketing Theory and Practice Proceedings 2018

Online shopping is becoming increasingly popular among customers in recent years. It offers customers numerous advantages and benefits, such as convenience in terms of time and place, better prices, and a variety of options. However, the number of customers who complain about online shopping is also increasing. Therefore, it is important for online retailers to better understand how customers respond to failures in customers’ online shopping.

Prior research on service failures and customer complaints has largely used expectation-dissatisfaction model to explain the phenomenon (e.g., McCollough, Berry, and Yadav 2000) and suggests approaches to address customer complaints (e.g., Hess, Ganesan, and …


Exploring Satisfaction And Retention Strategies For Generation Y Customers, Edmund Ehichioya Otaigbe Jan 2018

Exploring Satisfaction And Retention Strategies For Generation Y Customers, Edmund Ehichioya Otaigbe

Walden Dissertations and Doctoral Studies

Firms in the service industry have experienced a 15-30% drop in customer satisfaction ratings and an estimated $10 billion annually due to the unpredictable tendencies of one of the most significant and fastest growing consumer segments in the marketplace, Generation Y customers. The distinctive behavior of this sizeable generational cohort may be reshaping the business landscape of the 21st century regarding how consumers will relate to service providers in the future. Using the theory of customer satisfaction management system, the purpose of this multiple case study was to explore the customer satisfaction strategies that business leaders in southern Nigeria use …


Examining Outcomes Of Marketing Actions From Customer, Investor, And Operational Perspectives, Leon Gim Lim Jan 2018

Examining Outcomes Of Marketing Actions From Customer, Investor, And Operational Perspectives, Leon Gim Lim

Dissertations and Theses Collection (Open Access)

This dissertation examines the impact of three distinct marketing actions from three different perspectives, i.e., customer, investor, and operational. Specifically, the first essay examines investors’ evaluation of firms’ price-increase preannouncements, thereby responding to recent calls for exploring investors’ evaluation of a firm’s pricing actions which have been predominantly examined from consumers’ perspective. The second essay adopts an operations lens to present the first empirical examination about the impact of customer satisfaction on the future costs of selling and producing for a firm. The essay, therefore, is of direct importance to CEOs as they consider costs as their top priority. In …


Salesperson Ambidexterity And Customer Satisfaction: Examining The Role Of Customer Demandingness, Adaptive Selling, And Role Conflict, Raj Agnihotri, Colin B. Gabler, Omar S. Itani, Fernando Jaramillo, Michael T. Krush Feb 2017

Salesperson Ambidexterity And Customer Satisfaction: Examining The Role Of Customer Demandingness, Adaptive Selling, And Role Conflict, Raj Agnihotri, Colin B. Gabler, Omar S. Itani, Fernando Jaramillo, Michael T. Krush

Marketing Faculty Publications and Presentations

This research investigates the effects of sales-service ambidexterity on salesperson role perceptions, behaviors, and customer satisfaction. Using a business-to-business, salesperson-customer sample, we build and test a model which highlights both the positive and negative consequences of this simultaneous goal pursuit. Specifically, while sales-service ambidexterity positively impacts adaptive selling behaviors, it also increases perceptions of role conflict among salespeople. Customer demandingness moderates these relationships. Taken together, the results provide insights for firms on how to manage their sales force to optimize both sales and service outcomes based on characteristics of their salespeople and customers.


Salesperson Ambidexterity And Customer Satisfaction: Examining The Role Of Customer Demandingness, Adaptive Selling, And Role Conflict, Raj Agnihotri, Colin B. Gabler, Omar S. Itani, Fernando Jaramillo, Michael T. Krush Jan 2017

Salesperson Ambidexterity And Customer Satisfaction: Examining The Role Of Customer Demandingness, Adaptive Selling, And Role Conflict, Raj Agnihotri, Colin B. Gabler, Omar S. Itani, Fernando Jaramillo, Michael T. Krush

Marketing Faculty Publications and Presentations

This research investigates the effects of sales-service ambidexterity on salesperson role perceptions, behaviors, and customer satisfaction. Using a business-to-business, salesperson-customer sample, we build and test a model which highlights both the positive and negative consequences of this simultaneous goal pursuit. Specifically, while sales-service ambidexterity positively impacts adaptive selling behaviors, it also increases perceptions of role conflict among salespeople. Customer demandingness moderates these relationships. Taken together, the results provide insights for firms on how to manage their sales force to optimize both sales and service outcomes based on characteristics of their salespeople and customers.


Give A Man A Fish Or Teach Him To Fish, Seo Young Kim, Youjae Yi Jul 2016

Give A Man A Fish Or Teach Him To Fish, Seo Young Kim, Youjae Yi

Asia Marketing Journal

People receive support from others to solve problems that are difficult to solve on their own. During service encounters, customers also receive help from other customers. Inter-customer helping is a type of Customer Citizenship Behavior (CCB), which has become more prevalent with increased use of self-service technologies (SSTs). However, not all helps are created equal. The current research investigates the effects of the two types of help, autonomy- and dependency-oriented help during service encounters. Autonomy-oriented help refers to a partial hint to the problem, whereas dependency-oriented help refers to the full solution to the problem. Through experimental studies, we provide …


Solving The Mystery Of Consistent Negative/Low Net Promoter Score (Nps) In Cross-Cultural Marketing Research, Sanjay Seth, Don Scott, Chad Svihel, Shigematsu Jan 2016

Solving The Mystery Of Consistent Negative/Low Net Promoter Score (Nps) In Cross-Cultural Marketing Research, Sanjay Seth, Don Scott, Chad Svihel, Shigematsu

Asia Marketing Journal

This paper has identified some theoretical reasons and empirical evidence for negative scores that occur in Japan and Korea or unstable NPS scores that can be experienced. A psychological analysis of NPS results sheds light on the validity of the negative NPS scores that are often found in Japan and Korea. Usually customer experience surveys utilize a “single stimulus” such as the “company” or the “company’s products / services.” However, in the case of the “recommendation to friend” question of the NPS system there are two stimuli namely the “company product/service” and the influence of “friends.” Hence, the survey outcomes …


Empirical Study Utilizing Qfd To Develop An International Marketing Strategy, Cassandra C. Elrod, Sarah M. Stanley, Elizabeth A. Cudney, Caroline Fisher Aug 2015

Empirical Study Utilizing Qfd To Develop An International Marketing Strategy, Cassandra C. Elrod, Sarah M. Stanley, Elizabeth A. Cudney, Caroline Fisher

Business and Information Technology Faculty Research & Creative Works

Customer expectations can be extremely nebulous. This research identifies the demographic segmentations and their respective expectations for the spa market. Interviews were conducted and a subsequent questionnaire was employed to gather the voice of the customer and assess the expectations of spa clientele. All of the data was collected from luxury spas in Hawaii, and consisted of respondents from all over the world. Results of the survey suggest that while men want more tangible benefits of a spa, women prefer the experiential qualities of peace and rejuvenation. Additionally, those of lower to middle income focus on the atmosphere more than …


Rational And Adaptive Performance Expectations In A Customer Satisfaction Framework, Michael D. Johnson, Eugene W. Anderson, Claes Fornell Jul 2015

Rational And Adaptive Performance Expectations In A Customer Satisfaction Framework, Michael D. Johnson, Eugene W. Anderson, Claes Fornell

Michael D. Johnson

This article develops and tests alternative models of market-level expectations, perceived product performance, and customer satisfaction. Market performance expectations are argued to be largely rational in nature yet adaptive to changing market conditions. Customer satisfaction is conceptualized as a cumulative construct that is affected by market expectations and performance perceptions in any given period and is affected by past satisfaction from period to period. An empirical study that supports adaptive market expectations and stable market satisfaction using data from the Swedish Customer Satisfaction Barometer is reported.


The Effects Of Customer Satisfaction, Relationship Commitment Dimensions, And Triggers On Customer Retention, Anders Gustaffsson, Michael D. Johnson, Inger Roos Jul 2015

The Effects Of Customer Satisfaction, Relationship Commitment Dimensions, And Triggers On Customer Retention, Anders Gustaffsson, Michael D. Johnson, Inger Roos

Michael D. Johnson

In a study of telecommunications services, the authors examine the effects of customer satisfaction, affective commitment, and calculative commitment on retention. The study further examines the potential for situational and reactional trigger conditions to moderate the satisfaction–retention relationship. The results support consistent effects of customer satisfaction, calculative commitment, and prior churn on retention. Prior churn also moderates the satisfaction–retention relationship. The results have implications for both customer relationship managers and researchers who use satisfaction surveys to predict behavior.


Customer Loyalty, Repurchase And Satisfaction: A Meta-Analytical Review, Tamilla Curtis, Russell Abratt, Dawna L. Rhoades, Paul Dion Jan 2015

Customer Loyalty, Repurchase And Satisfaction: A Meta-Analytical Review, Tamilla Curtis, Russell Abratt, Dawna L. Rhoades, Paul Dion

Dr. Tamilla Curtis

The purpose of this article is to investigate the relationship between customer loyalty, repurchase/repurchase intent and satisfaction in order to attempt to resolve the mixed views on these concepts. A quantitative review of loyalty-repurchase satisfaction constructs was conducted to identify the strength and direction of the researched relationships and the influence of possible moderating factors affecting those relationships. The Hunter and Schmidt (1990) meta-analytical technique and software were employed. The results demonstrate that loyalty and satisfaction indicate strong positive relationships (0.54). Repurchase and satisfaction display a complicated relationship, which confirmed the view that satisfaction does not explain repurchase behavior. Repurchase …


Satisfaction With Airline Service Quality: Familiarity Breeds Contempt, Tamilla Curtis, Dawna Rhoades, Blaise Waguespack Oct 2014

Satisfaction With Airline Service Quality: Familiarity Breeds Contempt, Tamilla Curtis, Dawna Rhoades, Blaise Waguespack

Dr. Tamilla Curtis

The objective of this study is to investigate frequency-of-flight issues and the differences between frequent and non-frequent flyers’ levels of satisfaction and the importance attributed to overall airline service quality and select attributes. The results indicate that the level of satisfaction with overall airline quality and select attributes decrease the more passengers fly. Conversely, the level of importance attributed to airline amenities increased with flight frequency. Perceptions of airline quality may vary between different nationalities and different socioeconomic groups. Differences between the short- and long-haul flights, as well as domestic and international services could also exist. Airline managers need to …


Niches At The Edges: Price-Value Tradeoff, Consumer Behavior, And Marketing Strategy, Syed H. Akhter Jul 2014

Niches At The Edges: Price-Value Tradeoff, Consumer Behavior, And Marketing Strategy, Syed H. Akhter

Syed H. Akhter

Purpose – The purpose of this paper is to examine how the perception of price-value tradeoff is related to overall satisfaction, purchase intention, word-of-mouth advertising, and actual repurchase behavior. Design/methodology/approach – Data on subscribers and single ticket buyers of a major symphony orchestra in the Midwest are used to test the hypotheses. Findings – The ANOVA results show significant differences across the three levels of price-value tradeoff in each of the response variables. Additional analyses of cross-tabulated data show that some of the bivariate relations conform to, as well as depart from, the rational consumer behavior model. Research limitations/implications – …


Public Perceptions Of The Midwest’S Pavements: Policies And Thresholds, David Kuemmel, Richard Robinson, Ronald Sonntag, Robert Griffin, James K. Giese Jul 2014

Public Perceptions Of The Midwest’S Pavements: Policies And Thresholds, David Kuemmel, Richard Robinson, Ronald Sonntag, Robert Griffin, James K. Giese

Robert Griffin

A 5-year, pooled fund study with the Iowa, Minnesota, and Wisconsin departments of transportation assessed the public's perceptions of pavement improvement strategies and developed thresholds of satisfaction using the departments' physical indices, such as pavement ride and condition on rural, two-lane highways in the states. Approximately 3,600 drivers in the three states were involved in the three phases of the project, which included 18 focus groups, 400 statewide surveys in each state, and 2,300 targeted surveys across the three states. A multidisciplinary team from Marquette University and a mass media survey lab conducted the studies. A summary of focus group …


Do Australian And American Consumers Differ In Their Perceived Shopping Experiences?, Marilyn Jones, Sonya Vilches-Montero, Mark Spence, Sevgin Eroglu, Karen Machleit Jul 2014

Do Australian And American Consumers Differ In Their Perceived Shopping Experiences?, Marilyn Jones, Sonya Vilches-Montero, Mark Spence, Sevgin Eroglu, Karen Machleit

Mark Spence

Purpose - The purpose of this paper is to present findings from an experiment designed to test the impact of crowding perceptions (both human and spatial), emotions (positive and negative) and shopping values (utilitarian and hedonic) on shopper satisfaction. Culture is explored as a moderating variable with the expectation that it systematically affects perceptions and values, which, in turn, influence the shopper's experience with the store.

Design/methodology/approach - Data were collected via a 2 x 2 x 2 full factorial between subjects design with two variables, one manipulated and one measured. The two manipulated variables were spatial density (high versus …