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Discovering Issues in Cross-Cultural Adaptation of Questionnaire Through PLS-SEM Analysis

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State of the Art in Partial Least Squares Structural Equation Modeling (PLS-SEM)

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Abstract

This paper highlights validity issues in cross-cultural adaptation and translation of data collection tool that were highlighted through PLS-SEM analysis using SmartPLS software. The paper explains the tool adaptation and translation process in light of the challenging linguistic proficiency of bottom of pyramid customers in Pakistan. Moreover, in Eastern cultures, where religiosity is a comprehensive construct, data analysis suggests that divergent validity between different constructs tends to decrease because people associate them with their religiosity and self-proclaimed morality. This research studied aspirational purchases for the bottom of the pyramid market in Pakistan. It was seen that while aspirational purchases directly affected self-determination and subjective well-being, patience, as a state factor, did not let a person despair in the face of unmet desires. This model was valid according to the literature; however, in the context of the BoP population in Pakistan, the validity of this model was below the acceptance threshold. The data collection methodology was reviewed to find out what could be wrong, and interesting highlights that should be considered in future research are explained.

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References

  • Alyami M, Henning M, Krägeloh CU, Alyami H (2021) Psychometric evaluation of the Arabic version of the fear of COVID-19 scale. Int J Ment Heal Addict 19(6):2219–2232

    Article  Google Scholar 

  • Atkin D, Colson-Sihra E, Shayo M (2021) How do we choose our identity? A revealed preference approach using food consumption. J Polit Econ 129(4):1193–1251

    Article  Google Scholar 

  • Bülbül AE, Arslan C (2017) Investigation of patience tendency levels in terms of self-determination, self-compassion and personality features. Univ J Educ Res 5(9):1632–1645

    Article  Google Scholar 

  • Dahana WD, Kobayashi T, Ebisuya A (2018) Empirical study of heterogeneous behavior at the base of the pyramid: the influence of demographic and psychographic factors. J Int Consum Mark 30(3):173–191

    Article  Google Scholar 

  • Hair JF, Risher JJ, Sarstedt M, Ringle CM (2019) When to use and how to report the results of PLS-SEM. Eur Bus Rev 31(1):2–24

    Article  Google Scholar 

  • Hair JF, Hult GTM, Ringle CM, Sarstedt M, Danks NP, Ray S (2021) Partial least squares structural equation modeling (PLS-SEM) using R. Springer, Cham

    Book  Google Scholar 

  • Haybron DM (2016) The philosophical basis of eudaimonic psychology. In: Joar V (ed) Handbook of eudaimonic well-being. Springer, Cham, pp 27–53

    Chapter  Google Scholar 

  • Hayes AF, Montoya AK, Rockwood NJ (2017) The analysis of mechanisms and their contingencies: PROCESS versus structural equation modeling. Australas Mark J 25(1):76–81

    Article  Google Scholar 

  • Henseler J, Fassott G, Dijkstra TK, Wilson B (2012) Analysing quadratic effects of formative constructs by means of variance-based structural equation modelling. Eur J Inf Syst 21(1):99–112

    Article  Google Scholar 

  • Henseler J, Hubona G, Ray PA (2016) Using PLS path modeling in new technology research: updated guidelines. Ind Manag Data Syst 116(1):2–20

    Article  Google Scholar 

  • Jaikumar S, Singh R, Sarin A (2018) ‘I show off, so I am well off’: subjective economic well-being and conspicuous consumption in an emerging economy. J Bus Res 86:386–393

    Article  Google Scholar 

  • Jolliffe D, Prydz EB (2021) Societal poverty: a relative and relevant measure. World Bank Econ Rev 35(1):180–206

    Article  Google Scholar 

  • Kronrod A (2022) Language research in marketing. Found Trends® Market 16(3):308–421

    Article  Google Scholar 

  • Kunieda M (2019) Designing for meaningfulness in life: creating new meaning. https://aaltodoc.aalto.fi/bitstream/handle/123456789/39044/master_Kunieda_Masahiro_2019.pdf;sequence=1 Accessed 8 Nov 2021.

  • Memon MA, Ramayah T, Cheah J-H, Ting H, Chuah F, Cham TH (2021) PLS-SEM statistical programs: a review. J Appl Struct Eq Model 5(1):i–xiv

    Google Scholar 

  • Piller I (2016) Monolingual ways of seeing multilingualism. J Multicult Discour 11(1):25–33

    Article  Google Scholar 

  • Prahalad D (2019, Jan 2) The new fortune at the bottom of the pyramid. Strategy+Business https://www.strategy-business.com/article/The-New-Fortune-at-the-Bottom-of-the-Pyramid. Accessed 30 May 2022.

  • Reza F, Amir H, Kazmi HAS (2021) Impact of smartphones, self-determination and patience on subjective well-being of bottom of pyramid customers. Revista Brasileira De Marketing 20(2):279–308

    Article  Google Scholar 

  • Ringle CM, Silva DD, Bido D (2015) Structural equation modeling with the SmartPLS. Brazil J Market 13(2):56–73

    Google Scholar 

  • Ryan RM, Deci EL (2000) Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. Am Psychol 55(1):68–78

    Article  Google Scholar 

  • Sarstedt M, Hair JF, Cheah J-H, Becker J-M, Ringle CM (2019) How to specify, estimate, and validate higher-order constructs in PLS-SEM. Australas Mark J 27(3):197–211

    Article  Google Scholar 

  • Sarstedt M, Hair JF, Pick M, Liengaard BD, Radomir L, Ringle CM (2022) Progress in partial least squares structural equation modeling use in marketing research in the last decade. Psychol Mark 39(5):1035–1064

    Article  Google Scholar 

  • Sheth J (2021) New areas of research in marketing strategy, consumer behavior, and marketing analytics: the future is bright. J Mark Theory Pract 29(1):3–12

    Article  Google Scholar 

  • Srivastava A, Mukherjee S, Jebarajakirthy C (2020) Aspirational consumption at the bottom of Pyramid: a review of Literature and Future Research Directions. J Bus Res 110:246–259

    Article  Google Scholar 

  • United Nations Development Programme UNDP (2008) Creating value for all: strategies for doing business with the poor. https://www.undp.org/rwanda/publications/creating-value-all-strategies-doing-business-poor Accessed 21 Sept 2022.

  • Yurdakul D, Atik D, Dholakia N (2017) Redefining the bottom of the pyramid from a marketing perspective. Mark Theory 17(3):289–303

    Article  Google Scholar 

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Correspondence to Fariha Reza .

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Reza, F., Amir, H. (2023). Discovering Issues in Cross-Cultural Adaptation of Questionnaire Through PLS-SEM Analysis. In: Radomir, L., Ciornea, R., Wang, H., Liu, Y., Ringle, C.M., Sarstedt, M. (eds) State of the Art in Partial Least Squares Structural Equation Modeling (PLS-SEM). Springer Proceedings in Business and Economics. Springer, Cham. https://doi.org/10.1007/978-3-031-34589-0_6

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