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Scale Development Procedures in the Context of Online Consumers: Key Recommendations

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  • Omkar Dastane
  • Chai Lee Goi

Abstract

Scales are developed with rigorous theoretical and statistical procedures, and they play a paramount role in the predictions of the outcome of constructs. However, it was found in the extant literature that the development of several scales was done without adherence to standard practices. This article aims to critically review the procedures used for the scales developed in the context of online consumers, highlight limitations, discuss their implications, and recommend the best practices for future research. Scale development studies published in journals indexed in reputed international databases were selected for meta-synthesis. The present study analysis was divided according to the primary stages of the scale development process namely development, data collection, analysis, and reporting. Common issues, such as unsuitable qualitative analysis methods, improper sampling technique, sample size, sample composition, and non-adherence to the reporting standards were recorded. At the end of this study, 15 recommendations were formulated, which would help strengthen the future scale development process in the context of online consumers.

Suggested Citation

  • Omkar Dastane & Chai Lee Goi, 2024. "Scale Development Procedures in the Context of Online Consumers: Key Recommendations," Business Perspectives and Research, , vol. 12(3), pages 419-443, July.
    • Handle: RePEc:sae:busper:v:12:y:2024:i:3:p:419-443
    DOI: 10.1177/22785337221148847
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    References listed on IDEAS

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    1. Hardesty, David M. & Bearden, William O., 2004. "The use of expert judges in scale development: Implications for improving face validity of measures of unobservable constructs," Journal of Business Research, Elsevier, vol. 57(2), pages 98-107, February.
    2. Baldus, Brian J. & Voorhees, Clay & Calantone, Roger, 2015. "Online brand community engagement: Scale development and validation," Journal of Business Research, Elsevier, vol. 68(5), pages 978-985.
    3. Oylum Korkut Altuna & F. Müge Arslan & A. Ercan Gegez & Özge Sýðýrcý, 2016. "Development of a Scale on e-Consumers’ Attitudes towards Ethically Questionable Online Behaviors," Bogazici Journal, Review of Social, Economic and Administrative Studies, Bogazici University, Department of Economics, vol. 30(1), pages 99-134.
    4. Hollebeek, Linda D. & Glynn, Mark S. & Brodie, Roderick J., 2014. "Consumer Brand Engagement in Social Media: Conceptualization, Scale Development and Validation," Journal of Interactive Marketing, Elsevier, vol. 28(2), pages 149-165.
    5. Kristine de Valck & Roberts V. Kozinets & Andrea C. Wojnicki & Sarah J.S. Wilner, 2010. "Networked Narratives: Understanding Word-of-Mouth Marketing in Online Communities," Post-Print hal-00458424, HAL.
    6. Garbarino, Ellen & Strahilevitz, Michal, 2004. "Gender differences in the perceived risk of buying online and the effects of receiving a site recommendation," Journal of Business Research, Elsevier, vol. 57(7), pages 768-775, July.
    7. Jun-Yeon Heo & Kwang-Jae Kim, 2017. "Development of a scale to measure the quality of mobile location-based services," Service Business, Springer;Pan-Pacific Business Association, vol. 11(1), pages 141-159, March.
    8. Martine Selm & Nicholas Jankowski, 2006. "Conducting Online Surveys," Quality & Quantity: International Journal of Methodology, Springer, vol. 40(3), pages 435-456, June.
    9. Alnawas, Ibrahim & Al Khateeb, Amr, 2022. "Developing and validating a multidisciplinary scale of E-retailing website elements," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    10. Dastane, Omkar & Goi, Chai Lee & Rabbanee, Fazlul, 2020. "A synthesis of constructs for modelling consumers’ perception of value from mobile-commerce (M-VAL)," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    11. Padmavathy, Chandrasekaran & Swapana, Murali & Paul, Justin, 2019. "Online second-hand shopping motivation – Conceptualization, scale development, and validation," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 19-32.
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