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The use of expert judges in scale development: Implications for improving face validity of measures of unobservable constructs

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  1. María Delfina Luna-Krauletz & Luis Gibran Juárez-Hernández & Ricardo Clark-Tapia & Shafía Teresa Súcar-Súccar & Cecilia Alfonso-Corrado, 2021. "Environmental Education for Sustainability in Higher Education Institutions: Design of an Instrument for Its Evaluation," Sustainability, MDPI, vol. 13(13), pages 1-11, June.
  2. Braun, Corina & Hadwich, Karsten, 2016. "Complexity of internal services: Scale development and validation," Journal of Business Research, Elsevier, vol. 69(9), pages 3508-3522.
  3. Tang, Jintong & Levasseur, Ludvig & Karami, Masoud & Busenitz, Lowell, 2021. "Being alert to new opportunities: It is a matter of time," Journal of Business Venturing Insights, Elsevier, vol. 15(C).
  4. Kipnis, Eva & Demangeot, Catherine & Pullig, Chris & Broderick, Amanda J., 2019. "Consumer Multicultural Identity Affiliation: Reassessing identity segmentation in multicultural markets," Journal of Business Research, Elsevier, vol. 98(C), pages 126-141.
  5. Manohar, Sridhar & Paul, Justin & Strong, Carolyn & Mittal, Amit, 2023. "INNOSERV: Generalized scale for perceived service innovation," Journal of Business Research, Elsevier, vol. 160(C).
  6. Wolter, Jeremy S. & Landers, Vincent Myles & Gabler, Colin, 2025. "The hate we create: How inter-brand hostility and consumer-brand identification turn fans into fighters," Journal of Business Research, Elsevier, vol. 199(C).
  7. Bazi, Saleh & Filieri, Raffaele & Gorton, Matthew, 2023. "Social media content aesthetic quality and customer engagement: The mediating role of entertainment and impacts on brand love and loyalty," Journal of Business Research, Elsevier, vol. 160(C).
  8. Ramesh Darbha & Abhilash Ponnam & Rik Paul & S. Sreejesh, 2022. "Discerning the antecedents determining empowerment of life insurance agents: an empirical examination," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 27(4), pages 279-290, December.
  9. Tingey-Holyoak, Joanne, 2014. "Sustainable water storage by agricultural businesses: Strategic responses to institutional pressures," Journal of Business Research, Elsevier, vol. 67(12), pages 2590-2602.
  10. Matthias Mahlendorf, 2015. "Allowance for failure: reducing dysfunctional behavior by innovating accountability practices," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 19(3), pages 655-686, August.
  11. Fernandes, Semila & Panda, Rajesh & Venkatesh, V.G. & Swar, Biranchi Narayan & Shi, Yangyan, 2022. "Measuring the impact of online reviews on consumer purchase decisions – A scale development study," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
  12. Karine Picot-Coupey & Steve L. Burt & Gérard Cliquet, 2014. "Retailers׳ expansion mode choice in foreign markets: Antecedents for expansion mode choice in the light of internationalization theories," Post-Print halshs-01075645, HAL.
  13. Belanche, Daniel & Casaló, Luis V. & Flavián, Marta, 2024. "Human versus virtual influences, a comparative study," Journal of Business Research, Elsevier, vol. 173(C).
  14. Mohammed Nasir Uddin & Sharmin Akter & Debashis Roy & Debashish Sarker Dev & Md. Nur Alom Sarkar Mithun & Saifur Rahman & Md. Shakib Mahmud & Joseph L. Donaldson, 2025. "An econometric analysis of factors affecting vegetable growers' interest in good agricultural practices: a case of rural Bangladesh," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(7), pages 15803-15823, July.
  15. James J. Zboja & Ronald A. Clark & Diana L. Haytko, 2016. "An offer you can’t refuse: consumer perceptions of sales pressure," Journal of the Academy of Marketing Science, Springer, vol. 44(6), pages 806-821, November.
  16. Huda Al Mulhem & Khadija El Alaoui & Maura A. E. Pilotti, 2023. "A Sustainable Academic Journey in the Middle East: An Exploratory Study of Female College Students’ Self-Efficacy and Perceived Social Support," Sustainability, MDPI, vol. 15(2), pages 1-15, January.
  17. Weaven, Scott & Baker, Brent L. & Edwards, Chase & Frazer, Lorelle & Grace, Debra, 2018. "Predicting organizational form choice from pre-entry characteristics of franchisees," Australasian marketing journal, Elsevier, vol. 26(1), pages 49-58.
  18. Twinkle Gulati & Siddharatha Shankar, 2025. "Measuring an “extended view” of corporate citizenship: manifestations drawn from scale development, refinement and validation," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(4), pages 3869-3897, August.
  19. Miller, Karen W. & Mills, Michael K., 2012. "Contributing clarity by examining brand luxury in the fashion market," Journal of Business Research, Elsevier, vol. 65(10), pages 1471-1479.
  20. Rohit Aggarwal & Michael J. Lee & Vishal Midha, 2023. "Differential Impact of Content in Online Communication on Heterogeneous Candidates: A Field Study in Technical Recruitment," Information Systems Research, INFORMS, vol. 34(2), pages 609-628, June.
  21. Char-lee Moyle & Brent Moyle & Lisa Ruhanen & Alexandra Bec & Betty Weiler, 2018. "Business Sustainability: How Does Tourism Compare?," Sustainability, MDPI, vol. 10(4), pages 1-15, March.
  22. Weathers, Danny & Siemens, Jennifer Christie, 2018. "Measures of state self-control and its causes for trackable activities," Journal of Business Research, Elsevier, vol. 93(C), pages 1-11.
  23. Xin Wang & Lei Yuan & Shuang Li & Haoyuan Yu & Pan Tuo & Yongxiang Du & Baohui Zhang, 2024. "Developing and validating an Interdisciplinary Teaching Readiness Scale (ITRS) for pre-service teachers in China," PLOS ONE, Public Library of Science, vol. 19(12), pages 1-24, December.
  24. Rudkowski, Janice, 2024. "Measuring employee-consumer integrated retailer brand equity," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
  25. Katarzyna Wojtaszczyk & Marzena Syper-Jędrzejak, 2022. "Erotic capital and its role in the assessment of candidates and employees: scale development and validation," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 49(4), pages 395-413, December.
  26. Fernandes, Semila & Venkatesh, V.G. & Panda, Rajesh & Shi, Yangyan, 2021. "Measurement of factors influencing online shopper buying decisions: A scale development and validation," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
  27. Ayako Kohno & Maznah Dahlui & Nik Daliana Nik Farid & Norlaili Abdul Aziz & Takeo Nakayama, 2021. "Development of Early Marriage Attitude Scale: A Multi-Dimensional Scale for Measuring the Attitudes Toward Child Marriage," SAGE Open, , vol. 11(3), pages 21582440211, August.
  28. Sushil Kumar Dixit & Ashirwad Kumar Singh, 2022. "Predicting Electric Vehicle (EV) Buyers in India: A Machine Learning Approach," The Review of Socionetwork Strategies, Springer, vol. 16(2), pages 221-238, October.
  29. Rodriguez, Virginie & Sangle-Ferriere, Marion, 2023. "Do supermarkets’ emails have any value for their customers? The effect of emails’ content and interestingness on customers’ attitude and engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
  30. Chandra Mahapatra, Subas & Bellamkonda, Raja Shekhar, 2023. "Higher expectations of passengers do really sense: Development and validation a multiple scale-FliQual for air transport service quality," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
  31. Chathurika Sewwandi Kannangara & Rosie Elizabeth Allen & Jerome Francis Carson & Samia Zahraa Noor Khan & Gill Waugh & Kondal Reddy Kandadi, 2020. "Onwards and upwards: The development, piloting and validation of a new measure of academic tenacity- The Bolton Uni-Stride Scale (BUSS)," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-26, July.
  32. Andonova, Veneta & Losada-Otálora, Mauricio, 2020. "Understanding the interplay between brand and innovation orientation: Evidence from emerging multinationals," Journal of Business Research, Elsevier, vol. 119(C), pages 540-552.
  33. Yi Xie & Siqing Peng & Daniel P. Hampson, 2020. "Brand user imagery clarity (BUIC): conceptualization, measurement, and consequences," Journal of Brand Management, Palgrave Macmillan, vol. 27(6), pages 662-678, November.
  34. Alexandria M. Gain & Leonard V. Coote & André Bonfrer, 2024. "Conceptualising and measuring consumer perceptions of brand wastefulness," Journal of Brand Management, Palgrave Macmillan, vol. 31(6), pages 557-575, November.
  35. Kim, Kyungyeol (Anthony) & Byon, Kevin K., 2018. "A mechanism of mutually beneficial relationships between employees and consumers: A dyadic analysis of employee–consumer interaction," Sport Management Review, Elsevier, vol. 21(5), pages 582-595.
  36. Singh, Nidhi & Awan, Usama & Basahel, Sarah & Alghafes, Rsha, 2025. "Digital technology adoption and SC recoverability. The mediating role of relationship transparency and SC production risk management capabilities," Technological Forecasting and Social Change, Elsevier, vol. 218(C).
  37. Walker, Matthew & Heere, Bob, 2011. "Consumer Attitudes toward Responsible Entities in Sport (CARES): Scale development and model testing," Sport Management Review, Elsevier, vol. 14(2), pages 153-166, May.
  38. Yang, Zhiyong & Janakiraman, Narayan & Hossain, Mehdi T. & Grisaffe, Douglas B., 2020. "Differential effects of pay-it-forward and direct-reciprocity on prosocial behavior," Journal of Business Research, Elsevier, vol. 121(C), pages 400-408.
  39. Jaya Sangeetha, 2017. "Development of Scale for Service Quality, Satisfaction and Behavioral intentions: Middle Eastern Context," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 7(2), pages 1-4.
  40. Habel, Johannes & Alavi, Sascha & Pick, Doreén, 2017. "When serving customers includes correcting them: Understanding the ambivalent effects of enforcing service rules," International Journal of Research in Marketing, Elsevier, vol. 34(4), pages 919-941.
  41. Sayeed Salih & Samah Abdelsalam & Mosab Hamdan & Ashraf Osman Ibrahim & Anas W. Abulfaraj & Faisal Binzagr & Omayma Husain & Abdallah Elhigazi Abdallah, 2022. "The CSFs from the Perspective of Users in Achieving ERP System Implementation and Post-Implementation Success: A Case of Saudi Arabian Food Industry," Sustainability, MDPI, vol. 14(23), pages 1-24, November.
  42. Picot-Coupey, Karine & Burt, Steve L. & Cliquet, Gérard, 2014. "Retailers׳ expansion mode choice in foreign markets: Antecedents for expansion mode choice in the light of internationalization theories," Journal of Retailing and Consumer Services, Elsevier, vol. 21(6), pages 976-991.
  43. Sharma, Manisha & Banerjee, Subhojit & Paul, Justin, 2022. "Role of social media on mobile banking adoption among consumers," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
  44. Guillard, Valérie, 2009. "La tendance de certains consommateurs à tout garder," Economics Thesis from University Paris Dauphine, Paris Dauphine University, number 123456789/5480 edited by Pinson, Christian.
  45. Brocato, E. Deanne & Voorhees, Clay M. & Baker, Julie, 2012. "Understanding the Influence of Cues from Other Customers in the Service Experience: A Scale Development and Validation," Journal of Retailing, Elsevier, vol. 88(3), pages 384-398.
  46. Agnieszka Bieńkowska & Katarzyna Tworek, 2020. "Job Performance Model Based on Employees’ Dynamic Capabilities (EDC)," Sustainability, MDPI, vol. 12(6), pages 1-25, March.
  47. B. Vandecasteele & M. Geuens, 2008. "Motivated Consumer Innovativeness: Concept and Measurement," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 08/532, Ghent University, Faculty of Economics and Business Administration.
  48. Pournader, Mehrdokht & Ghaderi, Hadi & Hassanzadegan, Amir & Fahimnia, Behnam, 2021. "Artificial intelligence applications in supply chain management," International Journal of Production Economics, Elsevier, vol. 241(C).
  49. Alejandro Alvarado-Herrera & Enrique Bigne & Joaquín Aldas-Manzano & Rafael Curras-Perez, 2017. "A Scale for Measuring Consumer Perceptions of Corporate Social Responsibility Following the Sustainable Development Paradigm," Journal of Business Ethics, Springer, vol. 140(2), pages 243-262, January.
  50. Conejo Francisco J. & Young Clifford E. & Wooliscroft Ben & Parthasarathy Madhavan, 2021. "Addressing Construct Intensity in Entrepreneurship: Log-Transformed Guttman Scaling with Need for Achievement as Exemplar," Entrepreneurship Research Journal, De Gruyter, vol. 11(1), pages 1-15, January.
  51. Semila Fernandes & V.G. Venkatesh & Rajesh Panda & Yangyan Shi, 2021. "Measurement of factors influencing online shopper buying decisions: A scale development and validation," Post-Print hal-04455597, HAL.
  52. Vesna Spasojević Brkić & Mirjana Misita & Martina Perišić & Aleksandar Brkić & Zorica Veljković, 2022. "Validating Measurement Structure of Checklist for Evaluating Ergonomics Risks in Heavy Mobile Machinery Cabs," Mathematics, MDPI, vol. 11(1), pages 1-11, December.
  53. Flavián, Carlos & Belk, Russell W. & Belanche, Daniel & Casaló, Luis V., 2024. "Automated social presence in AI: Avoiding consumer psychological tensions to improve service value," Journal of Business Research, Elsevier, vol. 175(C).
  54. Bogomolova, Svetlana & Romaniuk, Jenni, 2009. "Brand defection in a business-to-business financial service," Journal of Business Research, Elsevier, vol. 62(3), pages 291-296, March.
  55. Mohamed Amr Sultan & Tomaž Kramberger & Mahmoud Barakat & Ahmed Hussein Ali, 2023. "Barriers to Applying Last-Mile Logistics in the Egyptian Market: An Extension of the Technology Acceptance Model," Sustainability, MDPI, vol. 15(17), pages 1-25, August.
  56. Waqas, Muhammad & Salleh, Noor Akma Mohd & Hamzah, Zalfa Laili, 2021. "Branded Content Experience in Social Media: Conceptualization, Scale Development, and Validation," Journal of Interactive Marketing, Elsevier, vol. 56(C), pages 106-120.
  57. Mufaro Chitsa & Subarna Sivapalan & Balbir Singh Mahinder Singh & Khai Ern Lee, 2022. "Citizen Participation and Climate Change within an Urban Community Context: Insights for Policy Development for Bottom-Up Climate Action Engagement," Sustainability, MDPI, vol. 14(6), pages 1-20, March.
  58. Ng, Stephen C.H. & Rungtusanatham, Johnny M. & Zhao, Xiande & Lee, T.S., 2015. "Examining process management via the lens of exploitation and exploration: Reconceptualization and scale development," International Journal of Production Economics, Elsevier, vol. 163(C), pages 1-15.
  59. Joanna Radomska & Cyprian Kozyra, 2020. "Awareness of strategy execution barriers in decision-making process: moderated mediation analysis," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 47(1), pages 61-78, March.
  60. Chatzipanagiotou, Kalliopi & Veloutsou, Cleopatra & Christodoulides, George, 2016. "Decoding the complexity of the consumer-based brand equity process," Journal of Business Research, Elsevier, vol. 69(11), pages 5479-5486.
  61. Puustinen, Pekka & Maas, Peter & Karjaluoto, Heikki, 2013. "Development and validation of the Perceived Investment Value (PIV) scale," Journal of Economic Psychology, Elsevier, vol. 36(C), pages 41-54.
  62. Vandecasteele, Bert & Geuens, Maggie, 2010. "Motivated Consumer Innovativeness: Concept, measurement, and validation," International Journal of Research in Marketing, Elsevier, vol. 27(4), pages 308-318.
  63. Joanne L. Tingey-Holyoak & John D. Pisaniello, 2017. "Strategic Responses to Resource Management Pressures in Agriculture: Institutional, Gender and Location Effects," Journal of Business Ethics, Springer, vol. 144(2), pages 381-400, August.
  64. Gustavo Morán-Soto & Juan Antonio Valdivia Vázquez & Omar Israel González Peña, 2022. "Adaptation Process of the Mathematic Self-Efficacy Survey (MSES) Scale to Mexican-Spanish Language," Mathematics, MDPI, vol. 10(5), pages 1-19, March.
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  66. Rowan, Brian & Ghimire, Dirgha J. & Schulz, Paul & Sharma, Uttam, 2024. "The relevance of governance, external monitoring, and instructional quality to public-private school differences in student achievement in the Western Chitwan Valley of Nepal: An exploratory analysis," International Journal of Educational Development, Elsevier, vol. 109(C).
  67. Ittamalla, Rajesh & Srinivas Kumar, Daruri Venkata, 2021. "Determinants of holistic passenger experience in public transportation: Scale development and validation," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
  68. Hajiheydari, Nastaran & Delgosha, Mohammad Soltani & Saheb, Tahereh, 2025. "AI in medical diagnosis: A contextualised study of patient motivations and concerns," Social Science & Medicine, Elsevier, vol. 371(C).
  69. Filieri, Raffaele & Lin, Zhibin & Pino, Giovanni & Alguezaui, Salma & Inversini, Alessandro, 2021. "The role of visual cues in eWOM on consumers’ behavioral intention and decisions," Journal of Business Research, Elsevier, vol. 135(C), pages 663-675.
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  84. Reuven Iusepolsky & Elia Morgulev & Sima Zach, 2022. "The “Empty-Goal” Rule Change from the Perspective of International-Level Team Handball Goalkeepers," IJERPH, MDPI, vol. 19(11), pages 1-14, May.
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  86. Minyoung Lee & Seon-Deok Eun & Tae Hyun Cho & Young-Il Shin & Jiyeon Song & Seung Hee Ho, 2020. "Development and Evaluation of a Classified and Tailored Community-Based Exercise Program According to the Mobility Level of People with Stroke Using the Knowledge to Action Framework," IJERPH, MDPI, vol. 17(24), pages 1-17, December.
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