Cited by 20Sustainable Supply Chain ManagementEnvironmental Sustainability in BusinessEnvironmental Education and Sustainability

Measuring consumers’ product care tendency: Scale development and validation

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Ackermann, Laura, Schoormans, Jan P.L., Mugge, Ruth·2021·Journal of Cleaner Production

Abstract

Product care is defined as all activities initiated by consumers that encourage an extension of product lifetimes, such as repair, maintenance, and/or careful handling. A product care scale was developed and validated in a set of four related studies. In study 1, we asked experts to examine the face validity of a set of 35 items. In study 2, we reduced the initial set of items to 10 items using exploratory factor analysis. A subsequent confirmatory factor analysis supported a three-factor solution. Study 3, a nomological network study, demonstrated that the construct measured by our scale is related but still distinguishable from existing concepts, such as frugality, use innovativeness and attachment towards the product. Study 4 was a known-groups test with participants from two different countries and with various previous experiences in repairing. The final 10-item product care scale includes three factors: relevance, easiness and positive experience.

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  • Perceived self-efficacy in repair contexts is a primary behavioral predictor.

    “and with evidence that perceived self-efficacy in repair contexts is a primary behavioral predictor [8,24]”

    From Designing for Repair and Extended Lifespan: Consumer Expectations and Economic Constraints (2026) · cites this paper as [8]

    Section 2, “Consumers’ product care,” says consumers should have confidence in their ability to care for products, and the Discussion identifies lack of ability as a barrier to repair. Neither passage establishes perceived self-efficacy in repair as a primary behavioral predictor; the Discussion instead calls the importance consumers place on product care a strong predictor of future pro-environmental intentions. Page numbers were not supplied in our copy. (LLM, conf=0.86)

    Experimental — accuracy not yet measured
  • Repair practices are hindered by consumers' limited skills, tools, time, and motivation, compounded by financial and motivational barriers.

    “Repair practices are hindered by consumers' limited skills, tools, time, and motivation, compounded by financial and motivational barriers [8-10].”

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Research works printed but not linked: 49

  1. Bakker, C.A., Mugge, R. (Eds.), PLATE: Product Lifetimes and the Environment. IOS Press, Amsterdam, The Netherlands, pp. 1e4. Res. Des. Ser. (9).
  2. Ackermann, L., Tuimaka, M., Pohlmeyer, A.E., Mugge, R., 2019. How to stim-ulate people to take care of products? e the development of a toolkit for designers. In: Nissen, N.F., Jaeger-Erben, M. (Eds.), PLATE: Product Lifetimes and the Environment. TU Berlin University Press, pp. 11e16.
  3. Ackermann, L., Tunn, V., 2020. Comparing consumers' product care in access and ownership models. Proc. Des. Soc.: DESIGN Conf. 1, 2167e2176.
  4. Bocken, N.M., De Pauw, I., Bakker, C., Van Der Grinten, B., 2016. Product design and business model strategies for a circular economy. J. Industrial Prod. Eng. 33 (5), 308e320.
  5. Bower, A.B., Landreth, S., 2001. Is beauty best? Highly versus normally attractive models in advertising. J. Advert. 30 (1), 1e12.
  6. Bühner, M., 2011. Einführung in die Test-und Fragebogenkonstruktion. Pearson Deutschland, Hallbergmoos.
  7. Crocker, R., Chiveralls, K. (Eds.), Subverting Consumerism: Reuse in an Accel- erated World. Routledge, London, pp. 147e165.
  8. Cox, D., Cox, A.D., 2002. Beyond first impressions: the effects of repeated exposure on consumer liking of visually complex and simple product designs. J. Acad. Market. Sci. 30 (2), 119e130.
  9. Crawford, C.B., Ferguson, G.A., 1970. A general rotation criterion and its use in orthogonal rotation. Psychometrika 35 (3), 321e332.
  10. Crosby, L.A., Stephens, N., 1987. Effects of relationship marketing on satisfaction, retention, and prices in the life insurance industry. J. Market. Res. 24 (4), 404e411.
  11. Davies, J., Foxall, G.R., Pallister, J., 2002. Beyond the intentionebehaviour mythol- ogy: an integrated model of recycling. Market. Theor. 2 (1), 29e113.
  12. Dewberry, E.L., Sheldrick, L., Moreno, M., Sinclair, M., Makatsoris, C., 2017. Devel- oping scenarios for product longevity and sufficiency. In: Bakker, C.A., Mugge, R. (Eds.), PLATE: Product Lifetimes and the Environment. IOS Press, Amsterdam, pp. 108e113. Res. Des. Ser. (9).
  13. DeYoung, Raymond, 1986. Encouraging environmentally appropriate behavior: the role of intrinsic motivation. J. Environ. Syst. 15 (4), 281e291.
  14. Fabrigar, L.R., Wegener, D.T., MacCallum, R.C., Strahan, E.J., 1999. Evaluating the use of exploratory factor analysis in psychological research. Psychol. Methods 4 (3), 272e299.
  15. Fornell, C., Larcker, D.F., 1981. Structural equation models with unobservable vari- ables and measurement error: algebra and statistics. J. Market. Res. 18 (3), 382e388.
  16. Gatersleben, B., Steg, L., Vlek, C., 2002. Measurement and determinants of envi- ronmentally significant consumer behavior. Environ. Behav. 34 (3), 335e362.
  17. Ghisellini, P., Cialani, C., Ulgiati, S., 2016. A review on circular economy: the ex- pected transition to a balanced interplay of environmental and economic sys- tems. J. Clean. Prod. 114, 11e32.
  18. Girardi, A., Soutar, G.N., Ward, S., 2005. The validation of a use innovativeness scale. Eur. J. Innovat. Manag. 8 (4), 471e481.
  19. Grewal, D., Monroe, K.B., Krishnan, R., 1998. The effects of price-comparison advertising on buyers' perceptions of acquisition value, transaction value, and behavioral intentions. J. Market. 62 (2), 46e59.
  20. Hardesty, D.M., Bearden, W.O., 2004. The use of expert judges in scale development: implications for improving face validity of measures of unobservable constructs. J. Bus. Res. 57 (2), 98e107.
  21. Harrell, G.D., McConocha, D.M., 1992. Personal factors related to consumer product disposal tendencies. J. Consum. Aff. 26 (2), 397e417.
  22. Hattie, J., Cooksey, R.W., 1984. Procedures for assessing the validities of tests using the "known-groups" method. Appl. Psychol. Meas. 8 (3), 295e305.
  23. Hayton, J.C., Allen, D.G., Scarpello, V., 2004. Factor retention decisions in exploratory factor analysis: a tutorial on parallel analysis. Organ. Res. Methods 7 (2), 191e205.
  24. Haws, K.L., Winterich, K.P., Naylor, R.W., 2014. Seeing the world through GREEN- tinted glasses: green consumption values and responses to environmentally friendly products. J. Consum. Psychol. 24 (3), 336e354.
  25. Hernandez, R.J., Miranda, C., Goñi, J., 2020. Empowering sustainable con-sumption by giving back to consumers the 'right to repair'. Sustainability 12 (3), 850e865. https://doi.org/10.3390/su12030850. · DOI · Paper page
  26. Hu, L.T., Bentler, P.M., 1999. Structural equation modeling: a multidisciplinary journal cutoff criteria for fit indexes in covariance structure analysis: conven- tional criteria versus new alternatives. Multidisciplina J. 6, 1e55.
  27. Jugend, D., Fiorini, P.D.C., Pinheiro, M.A.P., Silva, H.M.R., Seles, B.M.R.P., 2020. Building circular products in an emerging economy: an initial exploration regarding practices, drivers and barriers: case studies of new product devel- opment from medium and large Brazilian companies. Johnson Matthey Tech- nology Review 64, 59e68.
  28. Kaiser, F.G., 1998. A general measure of ecological behavior. J. Appl. Soc. Psychol. 28 (5), 395e422.
  29. Kaiser, F.G., Oerke, B., Bogner, F.X., 2007. Behavior-based environmental attitude: development of an instrument for adolescents. J. Environ. Psychol. 27 (3), 242e251.
  30. Kilbourne, W., Pickett, G., 2008. How materialism affects environmental beliefs, concern, and environmentally responsible behavior. J. Bus. Res. 61 (9), 885e893.
  31. Kleine, S.S., Baker, S.M., 2004. An integrative review of material possession attachment. Acad. Market. Sci. Rev. (1).
  32. Kloepffer, W., 2008. Life cycle sustainability assessment of products. Int. J. Life Cycle Assess. 13 (2), 89.
  33. Laitala, K., Klepp, I.G., 2020. What affects garment lifespans? International clothing practices based on a wardrobe survey in China, Germany, Japan, the UK, and the USA. Sustainability 12 (21), 9151.
  34. Lange, F., Dewitte, S., 2019. Measuring pro-environmental behavior: review and recommendations. J. Environ. Psychol. 63, 92e100.
  35. Lastovicka, J.L., Bettencourt, L.A., Hughner, R.S., Kuntze, R.J., 1999. Lifestyle of the tight and frugal: theory and measurement. J. Consum. Res. 26 (1), 85e98.
  36. Storni, C., Leahy, K., McMahon, M., Bohemia, E., Lloyd, P. (Eds.), Proc. DRS 2018: Catalyst. Design Research Society, London, pp. 2032e2045.
  37. Markle, G.L., 2013. Pro-environmental behavior: does it matter how it's measured? Development and validation of the pro-environmental behavior scale (PEBS). Hum. Ecol. 41 (6), 905e914.
  38. Mugge, R., 2007. Product Attachment [Doctoral dissertation, TU Delft, Delft, The Netherlands].
  39. Mugge, R., Schifferstein, H.N., Schoormans, J.P.L., 2010. Product attachment and satisfaction: understanding consumers' post-purchase behavior. J. Consum. Market. 27 (3), 271e282.
  40. Scott, K.A., Weaver, S.T., 2014. To repair or not to repair: what is the motivation? J. Res. Consumers 26 (1), 1e31.
  41. Scurati, G.W., Carulli, M., Ferrise, F., Bordegoni, M., 2020. Sustainable behaviour: a framework for the design of products for behaviour change. In: Emotional Engineering, vol. 8. Springer, Cham, pp. 65e83.
  42. Schifferstein, H.N., Zwartkruis-Pelgrim, E.P., 2008. Consumer-product attachment: measurement and design implications. Int. J. Des. 2 (3), 1e13.
  43. Spreng, R.A., MacKenzie, S.B., Olshavsky, R.W., 1996. A reexamination of the de- terminants of consumer satisfaction. J. Market. 60 (3), 15e32.
  44. Steg, L., Vlek, C., 2009. Encouraging pro-environmental behaviour: an integrative review and research agenda. J. Environ. Psychol. 29 (3), 309e317.
  45. Tukker, A., 2015. Product services for a resource-efficient and circular economy e a review. J. Clean. Prod. 97, 76e91.
  46. Weigel, R., Weigel, J., 1978. Environmental concern: the development of a measure. Environ. Behav. 10 (1), 3e15.
  47. West, S.G., Finch, J.F., Curran, P.J., 1995. Structural equation models with nonnormal variables: problems and remedies. In: Hoyle, R.H. (Ed.), Structural Equation Modeling: Concepts, Issues, and Applications. Sage Publications, Thousand Oaks, USA, pp. 56e75.
  48. Young, G., 2017. Taking good care: investigating consumer attitudes to product maintenance. In: Bakker, C.A., Mugge, R. (Eds.), PLATE: Product Lifetimes and the Environment, Res. Des. Ser. (9). IOS Press, Amsterdam, pp. 98e101.
  49. Zaichkowsky, J.L., 1985. Measuring the involvement construct. J. Consum. Res. 12 (3), 341e352.

Cited by

Sorted by citations

Authors
Ackermann, L., Schoormans, J. P. L., & Mugge, R.
Affiliations
  • Fachhochschule Salzburg (AT)
  • Delft University of Technology (NL)
Corresponding author
Ackermann, Laura
Venue
Journal of Cleaner Production
Publisher
Elsevier BV
Published
2021-05
Volume
295
Pages
126327
ISSN
0959-6526 (ISSN-L)
OpenAlex
W3131959521
Cited by
20
References
5
Citations by year
2026: 3 · 2025: 4 · 2024: 6 · 2022: 6 · 2021: 1
FWCI
2.90
Type
journal article
Language
en
Open access
Locations
  • Journal of Cleaner Production (publishedVersion, cc-by-nc-nd)
  • Research Repository (Delft University of Technology) (submittedVersion)
  • Data Archiving and Networked Services (DANS) (submittedVersion, cc-by-nc-nd)
Topics
  • Social Sciences › Business, Management and Accounting › Strategy and Management › Sustainable Supply Chain Management
  • Social Sciences › Business, Management and Accounting › Marketing › Environmental Sustainability in Business
  • Physical Sciences › Environmental Science › Management, Monitoring, Policy and Law › Environmental Education and Sustainability
Keywords
product care, product life extension, repair, maintenance, scale development, scale validation, frugality, product attachment, consumer behavior, nomological network, cross-cultural comparison

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