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Hyun-Joo Lee (2015)
Consumer-to-store employee and consumer-to-self-service technology (SST) interactions in a retail settingInternational Journal of Retail & Distribution Management, 43
C. Barros, C. Alves (2003)
Hypermarket retail store efficiency in PortugalInternational Journal of Retail & Distribution Management, 31
J. Xavier, V. Moutinho, A. Moreira (2015)
An empirical examination of performance in the clothing retailing industry: A case studyJournal of Retailing and Consumer Services, 25
Jiawen Liu, Y. Gong, Joe Zhu, Jinlong Zhang (2018)
A DEA-based approach for competitive environment analysis in global operations strategiesInternational Journal of Production Economics
J. Hagberg, Malin Sundström, Niklas Egels-Zandén (2016)
The digitalization of retailing: an exploratory frameworkInternational Journal of Retail & Distribution Management, 44
Dhruv Grewal, Anne Roggeveen, Jens Nordfält (2017)
The Future of RetailingJournal of Retailing, 93
P. Wanke, M. Azad, C. Barros (2016)
Financial distress and the Malaysian dual baking system: A dynamic slacks approachJournal of Banking and Finance, 66
K. Lau (2013)
Measuring distribution efficiency of a retail network through data envelopment analysisInternational Journal of Production Economics, 146
I. Premachandra, G. Bhabra, Toshiyuki Sueyoshi, Toshiyuki Sueyoshi (2009)
DEA as a tool for bankruptcy assessment: A comparative study with logistic regression techniqueEur. J. Oper. Res., 193
Isabelle Piot-Lepetit, Rozenn Perrigot, Gérard Cliquet (2014)
Organizational form and efficiency of franchise chains
C. Barros (2006)
Efficiency measurement among hypermarkets and supermarkets and the identification of the efficiency drivers: A case studyInternational Journal of Retail & Distribution Management, 34
Seungmin Rho, A. Vasilakos (2018)
Intelligent collaborative system and service in value network for enterprise computingEnterprise Information Systems, 12
Adam Finn (2004)
A reassessment of the dimensionality of retail performance: a multivariate generalizability theory perspectiveJournal of Retailing and Consumer Services, 11
Nathalie Demoulin, Souad Djelassi (2016)
An integrated model of self-service technology (SST) usage in a retail contextInternational Journal of Retail & Distribution Management, 44
Derek Rucker, D. Dubois, A. Galinsky (2011)
Generous Paupers and Stingy Princes: Power Drives Consumer Spending on Self versus OthersJournal of Consumer Research, 37
Aditya Jain, N. Rudi, Tong Wang (2015)
Demand Estimation and Ordering Under Censoring: Stock-Out Timing Is (Almost) All You NeedOper. Res., 63
D. Turban, D. Greening (1997)
Corporate Social Performance And Organizational Attractiveness To Prospective EmployeesAcademy of Management Journal, 40
W. Wong, K. Wong (2007)
Supply chain performance measurement system using DEA modelingInd. Manag. Data Syst., 107
C. Vaz, A. Camanho, R. Guimarães (2010)
The assessment of retailing efficiency using Network Data Envelopment AnalysisAnnals of Operations Research, 173
Howard Chuang, Rogelio Oliva, Sheng Liu (2016)
On-Shelf Availability, Retail Performance, and External Audits: A Field ExperimentCorporate Finance: Governance
M. Beule, D. Poel, N. Weghe (2014)
An extended Huff-model for robustly benchmarking and predicting retail network performanceApplied Geography, 46
Min Zhang, Xue-ping He, Fang Qin, Wenbiao Fu, Zhen He (2019)
Service quality measurement for omni-channel retail: scale development and validationTotal Quality Management & Business Excellence, 30
Shandong Mou, D. Robb, Nicole DeHoratius (2018)
Retail store operations: Literature review and research directionsEur. J. Oper. Res., 265
Carmelo Reverte, Eduardo Gómez-Melero, J. Cegarra-Navarro (2016)
The influence of corporate social responsibility practices on organizational performance: evidence from Eco-Responsible Spanish firmsJournal of Cleaner Production, 112
Y. Xing, D. Grant (2006)
Developing a framework for measuring physical distribution service quality of multi‐channel and “pure player” internet retailersInternational Journal of Retail & Distribution Management, 34
Ingrid Poncin, Mohammed Mimoun (2014)
The impact of "e-atmospherics" on physical storesJournal of Retailing and Consumer Services, 21
Vishag Badrinarayanan, Enrique Becerra (2019)
Shoppers’ attachment with retail stores: Antecedents and impact on patronage intentionsJournal of Retailing and Consumer Services
M. Feng, Wantao Yu, Xingyu Wang, C. Wong, Maozeng Xu, Zhi Xiao (2018)
Green supply chain management and financial performance: The mediating roles of operational and environmental performanceBusiness Strategy and The Environment, 27
Pingjun Jiang, S. Balasubramanian (2014)
An empirical comparison of market efficiency: Electronic marketplaces vs. traditional retail formatsElectron. Commer. Res. Appl., 13
Yao Chen, L. Motiwalla, Muhammad Khan (2004)
Using Super-Efficiency Dea To Evaluate Financial Performance Of E-Business Initiative In The Retail IndustryInt. J. Inf. Technol. Decis. Mak., 3
Eric Bradlow, M. Gangwar, P. Kopalle, Sudhir Voleti (2017)
The Role of Big Data and Predictive Analytics in RetailingJournal of Retailing, 93
Wantao Yu, R. Ramanathan (2009)
An assessment of operational efficiency of retail firms in ChinaJournal of Retailing and Consumer Services, 16
E. Pantano, M. Viassone (2015)
Engaging consumers on new integrated multichannel retail settings: challenges for retailersJournal of Retailing and Consumer Services, 25
Hean Keh, Singfat Chu (2003)
Retail productivity and scale economies at the firm level: a DEA approachOmega-international Journal of Management Science, 31
A. Ghosh, C. Craig (1983)
Formulating Retail Location Strategy in a Changing EnvironmentJournal of Marketing, 47
C. Ittner, D. Larcker (1998)
Are nonfinancial measures leading indicators of financial performance? An analysis of customer satisfactionJournal of Accounting Research, 36
W. Cook, Nuria Ram'on, José Ruiz, I. Sirvent, Joe Zhu (2018)
DEA-based benchmarking for performance evaluation in pay-for-performance incentive plansOmega
K. Green, Pamela Zelbst, Jeramy Meacham, V. Bhadauria (2012)
Green supply chain management practices: impact on performanceSupply Chain Management, 17
T. Özcan, Fatih Tüysüz (2016)
Modified Grey Relational Analysis Integrated with Grey Dematel Approach for the Performance Evaluation of Retail StoresInt. J. Inf. Technol. Decis. Mak., 15
Anne Roggeveen, Jens Nordfält, Dhruv Grewal (2016)
Do Digital Displays Enhance Sales? Role of Retail Format and Message ContentJournal of Retailing, 92
Fredrik Ødegaard, P. Roos (2014)
Measuring the Contribution of Workers' Health and Psychosocial Work‐Environment on Production EfficiencyProduction and Operations Management, 23
G. Zambrano-Rey, Héctor López-Ospina, Juan Pérez (2019)
Retail store location and pricing within a competitive environment using constrained multinomial logitApplied Mathematical Modelling
Ricardo Sellers-Rubio, F. Mas-Ruiz (2006)
Economic efficiency in supermarkets: evidences in SpainInternational Journal of Retail & Distribution Management, 34
C. Barros (2004)
Measuring performance in defense‐sector companies in a small NATO member countryJournal of Economic Studies, 31
G. Chow, T. Heaver, L. Henriksson (1994)
Logistics Performance: Definition and MeasurementInternational Journal of Physical Distribution & Logistics Management, 24
Yu-Chiang Hu, J. Ansell (2007)
Measuring retail company performance using credit scoring techniquesEur. J. Oper. Res., 183
Marc Orlitzky, D. Swanson (2008)
Corporate Social and Financial Performance: An Integrative Review
D. Balios, N. Eriotis, A. Fragoudaki, Dimitrios Giokas (2015)
Economic efficiency of Greek retail SMEs in a period of high fluctuations in economic activity: a DEA approachApplied Economics, 47
S. Nair (2018)
Analyzing the relationship between store attributes, satisfaction, patronage-intention and lifestyle in food and grocery store choice behaviorInternational Journal of Retail & Distribution Management, 46
Rohit Joshi, D. Banwet, R. Shankar (2011)
A Delphi-AHP-TOPSIS based benchmarking framework for performance improvement of a cold chainExpert Syst. Appl., 38
M. Izadikhah, R. Saen (2016)
Evaluating sustainability of supply chains by two-stage range directional measure in the presence of negative dataTransportation Research Part D-transport and Environment, 49
A. Azadeh, V. Salehi, R. Salehi, S. Hassani (2018)
Performance optimization of an online retailer by a unique online resilience engineering algorithmEnterprise Information Systems, 12
B. Jacobs, R. Kraude, S. Narayanan (2016)
Operational Productivity, Corporate Social Performance, Financial Performance, and Risk in Manufacturing FirmsProduction and Operations Management, 25
Nancy Miller, T. Besser, L. Gaskill, S. Sapp (2003)
Community and managerial predictors of performance in small rural US retail and service firmsJournal of Retailing and Consumer Services, 10
Marc Orlitzky, F. Schmidt, S. Rynes (2003)
Corporate Social and Financial Performance: A Meta-AnalysisOrganization Studies, 24
Chien-Ming Chen, M. Delmas (2010)
Measuring Corporate Social Performance: An Efficiency PerspectiveCorporate Governance: Social Responsibility & Social Impact eJournal
M. Mostafa (2009)
Benchmarking the US specialty retailers and food consumer stores using data envelopment analysisInternational Journal of Retail & Distribution Management, 37
K. Tone, M. Tsutsui (2009)
An epsilon-based measure of efficiency in DEA - A third pole of technical efficiencyEur. J. Oper. Res., 207
Due to recent technological advances, the retail industry has changed significantly. This paper examines a novel unmanned retail mode-unattended convenience store to identify the possible operational problems and develop appropriate managerial recommendations.Design/methodology/approachA data-driven two-stage epsilon-based measure (EBM) data envelopment analysis (DEA) method was developed to evaluate operational performance data from 33 unattended convenience stores and assess the impacts on efficiency of the internal factors, and a Tobit regression analysis was employed to examine the external environment.FindingsIt was found that the overall economic performances were relatively low and fluctuated significantly; however, the social performances were slightly higher. The out-of-stock rate was found to have a negative impact on efficiency, and regional characteristics were found to have significant effects on performance.Practical implicationsThis study sought to identify current operational problems with unattended convenience stores to provide managerial insights. The cross-sectional assessment suggested that to achieve better performance, particular attention needed to be paid to store locations and surrounding store environments.Originality/valueFirst, this paper establishes a novel theoretical framework to evaluate the economic and social operational performances at unattended convenience stores. Second, it contributes to research on unattended convenience stores and the unmanned retail industry and offers significant guidance on detecting operational deficiencies and improving future performances.
International Journal of Retail & Distribution Management – Emerald Publishing
Published: Jun 8, 2020
Keywords: Unmanned retail; Unattended convenience store; Economic and social performance; Two-stage EBM
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