Skip to main content
Log in

Application of TPB-SOR theory on remanufactured product buying intention among Malaysian consumers: mediation of TPB constructs and functional value

  • Research
  • Published:
Journal of Remanufacturing Aims and scope Submit manuscript

A Correction to this article was published on 08 March 2024

This article has been updated

Abstract

Remanufacturing is gaining attention as one of the methods for achieving the circular business model. The present study explored the direct predicting factors and also determined the mediating factors of remanufactured product buying intention in Malaysia. This quantitative study adopted the Stimulus-Organism-Response (SOR) and Theory of Planned Behavior (TPB) theory as the underpinning theory for extracting construct in the conceptual framework and through literature review, the hypothesis was drawn. Adopting a cross-sectional survey design, data were collected from 436 Malaysian respondents in a purposive sampling method. The collected data were analyzed by applying PLS-SEM using SmartPLS software version 3.0. The empirical results identify that basic TPB constructs (attitude, subjective norms, perceived behavioral control) and extended constructs (environmental concern, ecological consciousness, and functional values) significantly affect the behavioral intention of buying remanufactured products. This study results also confirmed that all mediators mediate the association among respective mediation except mediation of subjective norm between the association ecological consciousness and buying intention. This study contributes to the theoretical understanding of environmentally conscious consumer behavior with the successful integration of SOR-TPB theory by demonstrating that the relationship between ecological consciousness and intent to purchase is mediated by functional values and attitude. The findings of this study emphasize the need for collaboration between the Malaysian government, remanufacturers, and marketing managers to enhance the image of remanufactured goods and address consumer misconceptions, fostering a positive disposition towards purchasing these products and suggesting potential strategies, such as celebrity endorsements and expanded distribution channels, to boost demand in the market.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Data availability

The data that support the findings of this study are available from the corresponding authors upon reasonable request.

Change history

References

  1. Abbasi GA, Keong KQC, Kumar KM, Iranmanesh M (2022) Asymmetrical modelling to understand purchase intention towards remanufactured products in the circular economy and a closed-loop supply chain: An empirical study in Malaysia. J Clean Prod 359:132137. https://doi.org/10.1016/j.jclepro.2022.132137

    Article  Google Scholar 

  2. Abbey JD, Meloy MG, Guide VDR Jr, Atalay S (2015) Remanufactured products in closed-loop supply chains for consumer goods. Prod Oper Manag 24(3):488–503. https://doi.org/10.1111/poms.12238

    Article  Google Scholar 

  3. Adhitiya L, Astuti RD (2019) The effect of consumer value on attitude toward green product and green consumer behavior in organic food. IPTEK J Proc Ser 5:193–202. https://doi.org/10.12962/j23546026.y2019i5.6299

    Article  Google Scholar 

  4. Agostini L, Bigliardi B, Filippelli S, Galati F (2021) Seller reputation, distribution and intention to purchase refurbished products. J Clean Prod 316:128296. https://doi.org/10.1016/j.jclepro.2021.128296

    Article  Google Scholar 

  5. Ahmed S, Ahmed S, Shumon MRH, Quader MA (2014) End-of-life vehicles (ELVs) management and future transformation in Malaysia. J Appl Sci Agric 9(18):227–237

    Google Scholar 

  6. Ajzen I (1991) The theory of planned behavior. Organ Behav Hum Decis Process 50(2):179–211. https://doi.org/10.1016/0749-5978(91)90020-T

    Article  Google Scholar 

  7. Ajzen I (2002) Residual effects of past on later behavior: Habituation and reasoned action perspectives. Pers Soc Psychol Rev 6(2):107–122. https://doi.org/10.1207/S15327957PSPR0602_02

    Article  Google Scholar 

  8. Ajzen I, Madden TJ (1986) Prediction of goal-directed behavior: Attitudes, intentions, and perceived behavioral control. J Exp Soc Psychol 22(5):453–474. https://doi.org/10.1016/0022-1031(86)90045-4

    Article  Google Scholar 

  9. Alam SS, Sayuti NM (2011) Applying the theory of planned behavior (TPB) in halal food purchasing. Int J Commer Manag 21(1):8–20. https://doi.org/10.1108/10569211111111676

    Article  Google Scholar 

  10. Ali S, Ullah H, Akbar M, Akhtar W, Zahid H (2019) Determinants of consumer intentions to purchase energy saving household products in Pakistan. Sustainability 11(5):1462. https://doi.org/10.3390/su11051462

    Article  Google Scholar 

  11. Alsmadi S (2007) Green marketing and the concern over the environment: measuring environmental consciousness of Jordanian consumers. J Promot Manag 13(3–4):339–361. https://doi.org/10.1080/10496490802306905

    Article  Google Scholar 

  12. Altawallbeh M, Soon F, Thiam W, Alshourah S (2015) Mediating role of attitude, subjective norm and perceived behavioural control in the relationships between their respective salient beliefs and behavioural intention to adopt e-learning among instructors in Jordanian universities. J Educ Pract 6(11):152–160. https://files.eric.ed.gov/fulltext/EJ1081796.pdf

  13. Alwitt LF, Berger IE (1993) Understanding the link between environmental attitudes and consumer product usage: measuring the moderating role of attitude strength. Adv Consum Res 20(1):189–194

    Google Scholar 

  14. Amin S, Tarun MT (2021) Effect of consumption values on customers’ green purchase intention: a mediating role of green trust. Soc Responsib J 17(8):1320–1336. https://doi.org/10.1108/SRJ-05-2020-0191

    Article  Google Scholar 

  15. Anderson JC, Gerbing DW (1988) Structural equation modeling in practice: A review and recommended two-step approach. Psychol Bull 103(3):411–442. https://psycnet.apa.org/doi/10.1037/0033-2909.103.3.411

  16. Anisimova T, Mavondo F, Weiss J (2019) Controlled and uncontrolled communication stimuli and organic food purchases: The mediating role of perceived communication clarity, perceived health benefits, and trust. J Mark Commun 25(2):180–203. https://doi.org/10.1080/13527266.2017.1387869

    Article  Google Scholar 

  17. Arslanagic M, Babić-Hodović V, Mehić E (2013) Customer perceived value as a mediator between corporate reputation and word of mouth in business markets. IJMBS Int J Multidiscip Bus Sci 1(1):6–11. https://hrcak.srce.hr/132501

  18. Arvola A, Vassallo M, Dean M, Lampila P, Saba A, Lähteenmäki L, Shepherd R (2008) Predicting intentions to purchase organic food: The role of affective and moral attitudes in the theory of planned behaviour. Appetite 50(2–3):443–454. https://doi.org/10.1016/j.appet.2007.09.010

    Article  CAS  PubMed  Google Scholar 

  19. Aye AC, Soe KNN (2020) The mediating role of perceived value on the relationship between service quality and loyalty: the private banking case in Myanmar. TNI J Bus Adm Lang 8(1):88–100. https://so06.tci-thaijo.org/index.php/TNIJournalBA/article/download/235918/164708

  20. Bamberg S, Möser G (2007) Twenty years after Hines, Hungerford, and Tomera: A new meta-analysis of psycho-social determinants of pro-environmental behaviour. J Environ Psychol 27(1):14–25. https://doi.org/10.1016/j.jenvp.2006.12.002

    Article  Google Scholar 

  21. Bhutto MY, Soomro YA, Yang H (2022) Extending the theory of planned behavior: predicting young consumer purchase behavior of energy-efficient appliances (evidence from developing economy). SAGE Open 12(1):1–14. https://doi.org/10.1177/21582440221078289

    Article  Google Scholar 

  22. Bong Ko S, Jin B (2017) Predictors of purchase intention toward green apparel products: A cross-cultural investigation in the USA and China. J Fash Mark Manag 21(1):70–87. https://doi.org/10.1108/JFMM-07-2014-0057

    Article  Google Scholar 

  23. Bressanelli G, Saccani N, Pigosso DC, Perona M (2020) Circular Economy in the WEEE industry: A systematic literature review and a research agenda. Sustain Prod Consum 23:174–188. https://doi.org/10.1016/j.spc.2020.05.007

    Article  Google Scholar 

  24. Cătoiu I, Vrânceanu DM, Filip A (2010) Setting fair prices–fundamental principle of sustainable marketing. Amfiteatru Econ J 12(27):115–128. https://www.econstor.eu/bitstream/10419/168690/1/aej-v12-i27-p115.pdf

  25. Chen MF, Tung PJ (2014) Developing an extended theory of planned behavior model to predict consumers’ intention to visit green hotels. Int J Hosp Manag 36:221–230. https://doi.org/10.1016/j.ijhm.2013.09.006

    Article  CAS  Google Scholar 

  26. Chin WW (1998) The partial least squares approach to structural equation modeling. Mod Methods Bus Res 295(2):295–336

    Google Scholar 

  27. Cohen J (2013) Statistical power analysis for the behavioral sciences. Routledge, Oxfordshire, UK

    Book  Google Scholar 

  28. Davies J, Foxall GR, Pallister J (2002) Beyond the intention–behaviour mythology: An integrated model of recycling. Mark Theory 2(1):29–113. https://doi.org/10.1177/1470593102002001645

    Article  Google Scholar 

  29. de Morais Watanabe EA, Alfinito S, Curvelo ICG, Hamza KM (2020) Perceived value, trust and purchase intention of organic food: a study with Brazilian consumers. Br Food J 122(4):1070–1184. https://doi.org/10.1108/BFJ-05-2019-0363

    Article  Google Scholar 

  30. Demir M, Rjoub H, Yesiltas M (2021) Environmental awareness and guests’ intention to visit green hotels: The mediation role of consumption values. PLoS One 16(5):e0248815. https://doi.org/10.1371/journal.pone.0248815

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Dias P, Bernardes AM, Huda N (2019) Ensuring best E-waste recycling practices in developed countries: An Australian example. J Clean Prod 209:846–854. https://doi.org/10.1016/j.jclepro.2018.10.306

    Article  Google Scholar 

  32. Dijkstra TK, Henseler J (2015) Consistent and asymptotically normal PLS estimators for linear structural equations. Comput Stat Data Anal 81:10–23. https://doi.org/10.1016/j.csda.2014.07.008

    Article  MathSciNet  Google Scholar 

  33. Dunlap RE, Jones RE (2002) Environmental concern: Conceptual and measurement issues. Handbook Environ Sociol 3(6):482–524

    Google Scholar 

  34. Eagly AH, Chaiken S (2007) The advantages of an inclusive definition of attitude. Soc Cogn 25(5):582. https://doi.org/10.1521/soco.2007.25.5.582

    Article  Google Scholar 

  35. Ertz M, Huang R, Jo MS, Karakas F, Sarigöllü E (2017) From single-use to multi-use: Study of consumers’ behavior toward consumption of reusable containers. J Environ Manage 193:334–344. https://doi.org/10.1016/j.jenvman.2017.01.060

    Article  PubMed  Google Scholar 

  36. Faul F, Erdfelder E, Lang AG, Buchner A (2007) G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods 39(2):175–191. https://doi.org/10.3758/BF03193146

    Article  PubMed  Google Scholar 

  37. Fornell C, Larcker DF (1981) Evaluating structural equation models with unobservable variables and measurement error. J Mark Res 18(1):39–50. https://doi.org/10.1177/002224378101800104

    Article  Google Scholar 

  38. Gao J, Wang J, Wang J (2020) The impact of pro-environmental preference on consumers’ perceived well-being: The mediating role of self-determination need satisfaction. Sustainability 12(1):436. https://doi.org/10.3390/su12010436

    Article  Google Scholar 

  39. Geissdoerfer M, Savaget P, Bocken NM, Hultink EJ (2017) The circular economy–a new sustainability paradigm? J Clean Prod 143:757–768. https://doi.org/10.1016/j.jclepro.2016.12.048

    Article  Google Scholar 

  40. Govindan K, Jimenez-Parra B, Rubio S, Vicente-Molina MA (2019) Marketing issues for remanufactured products. J Clean Prod 227:890e899. https://doi.org/10.1016/j.jclepro.2019.03.305

    Article  Google Scholar 

  41. Gupta A, Dash S, Mishra A (2019) All that glitters is not green: Creating trustworthy ecofriendly services at green hotels. Tour Manag 70(August 2018):155–169. https://doi.org/10.1016/j.tourman.2018.08.015

    Article  Google Scholar 

  42. Hair JF, Hult GTM, Ringle CM, Sarstedt M, Danks NP, Ray S (2021) An introduction to structural equation modeling. In: Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R. Classroom Companion: Business. Springer, Cham. https://doi.org/10.1007/978-3-030-80519-7_1

  43. Hameed I, Waris I, Amin ulHaq M (2019) Predicting eco-conscious consumer behavior using theory of planned behavior in Pakistan. Environ Sci Pollut Res 26(15):15535–15547. https://doi.org/10.1007/s11356-019-04967-9

    Article  Google Scholar 

  44. Hamzah MI, Tanwir NS (2021) Do pro-environmental factors lead to purchase intention of hybrid vehicles? The moderating effects of environmental knowledge. J Clean Prod 279:123643. https://doi.org/10.1016/j.jclepro.2020.123643

    Article  Google Scholar 

  45. Hamzaoui-Essoussi L, Linton JD (2014) Offering branded remanufactured/recycled products: at what price? J Remanufacturing 4(1):1–15. https://doi.org/10.1186/s13243-014-0009-9

    Article  Google Scholar 

  46. Hartmann P, Apaolaza-Ibáñez V (2012) Consumer attitude and purchase intention toward green energy brands: The roles of psychological benefits and environmental concern. J Bus Res 65(9):1254–1263. https://doi.org/10.1016/j.jbusres.2011.11.001

    Article  Google Scholar 

  47. Hazen BT, Mollenkopf DA, Wang Y (2017) Remanufacturing for the circular economy: an examination of consumer switching behavior. Bus Strategy Environ 26(4):451–464. https://doi.org/10.1002/bse.1929

    Article  Google Scholar 

  48. Henseler J, Ringle CM, Sinkovics RR (2009) The use of partial least squares path modeling in international marketing. Adv Int Mark 20:277–319. https://doi.org/10.1108/S1474-7979(2009)0000020014

    Article  Google Scholar 

  49. Henseler J, Ringle CM, Sarstedt M (2015) A new criterion for assessing discriminant validity in variance-based structural equation modeling. J Acad Mark Sci 43(1):115–135. https://doi.org/10.1007/s11747-014-0403-8

    Article  Google Scholar 

  50. Hu HH, Parsa HG, Self J (2010) The dynamics of green restaurant patronage. Cornell Hosp Q 51(3):344–362. https://doi.org/10.1177/1938965510370564

    Article  Google Scholar 

  51. Huang YC, Yang M, Wang YC (2014) Effects of green brand on green purchase intention. Mark Intell Plan 32(3):250–268. https://doi.org/10.1108/MIP-10-2012-0105

    Article  Google Scholar 

  52. Ijomah WL, Childe SJ (2007) A model of the operations concerned in remanufacture. Int J Prod Res 45:5857e5880. https://doi.org/10.1080/00207540601137181

    Article  Google Scholar 

  53. Inc NA Centre for Remanufacturing and Reuse (2015) Remanufacturing in Malaysia an assessment of the current and future. APEC Rep 57. Retrieved on 15 December 2022 available at https://www.ncapec.org/docs/USAID%20Study%20on%20Malaysian%20Remanufacturing.pdf

  54. Jabbour CJC, de Sousa Jabbour ABL, Sarkis J, GodinhoFilho M (2019) Unlocking the circular economy through new business models based on large-scale data: an integrative framework and research agenda. Technol Forecast Soc Chang 144:546–552. https://doi.org/10.1016/j.techfore.2017.09.010

    Article  Google Scholar 

  55. Jacoby J (2002) Stimulus-organism-response reconsidered: An evolutionary step in modeling (consumer) behavior. J Consum Psychol 12(1):51–57. https://doi.org/10.1207/S15327663JCP1201_05

    Article  Google Scholar 

  56. Jaiswal D, Kant R (2018) Green purchasing behaviour: A conceptual framework and empirical investigation of Indian consumers. J Retail Consum Serv 41:60–69. https://doi.org/10.1016/j.jretconser.2017.11.008

    Article  Google Scholar 

  57. Kaffashi S, Shamsudin MN (2019) Transforming to a low carbon society; an extended theory of planned behaviour of Malaysian citizens. J Clean Prod 235:1255–1264. https://doi.org/10.1016/j.jclepro.2019.07.047

    Article  Google Scholar 

  58. Kamigaki K, Matsumoto M, Fatimah YA (2017) Remanufacturing and refurbishing in developed and developing countries in Asia - a case study in photocopiers. Procedia CIRP 61:645e650. https://doi.org/10.1016/j.procir.2016.11.223

    Article  Google Scholar 

  59. Kassim KAA, Arokiasamy L, Isa MHM, Osman I (2016) Automotive consumerism towards car safety in Malaysia. Procedia - Soc Behav Sci 219(2016):424–430. https://doi.org/10.1016/j.sbspro.2016.05.065

    Article  Google Scholar 

  60. Kerber JC, de Souza ED, Bouzon M, Cruz RM, Govindan K (2021) Consumer behaviour aspects towards remanufactured electronic products in an emerging economy: Effects on demand and related risks. Resour Conserv Recycl 170:105572. https://doi.org/10.1016/j.resconrec.2021.105572

    Article  Google Scholar 

  61. Khor KS, Hazen BT (2017) Remanufactured products PIs and behaviour: evidence from Malaysia. Int J Prod Res 55(8):2149–2162. https://doi.org/10.1080/00207543.2016.1194534

    Article  Google Scholar 

  62. Kim MJ, Lee CK, Jung T (2020) Exploring consumer behavior in virtual reality tourism using an extended stimulus-organism-response model. J Travel Res 59(1):69–89. https://doi.org/10.1177/0047287518818915

    Article  Google Scholar 

  63. Kirchherr J, Piscicelli L, Bour R, Kostense-Smit E, Muller J, Huibrechtse-Truijens A, Hekkert M (2018) Barriers to the circular economy: evidence from the European Union (EU). Ecol Econ 150:264–272. https://doi.org/10.1016/j.ecolecon.2018.04.028

    Article  Google Scholar 

  64. Kirchherr J, Reike D, Hekkert M (2017) Conceituando a economia circular: uma análise de 114 definições. Resour Conserv Recycl 127:221–232. https://doi.org/10.1016/j.resconrec.2017.09.005

    Article  Google Scholar 

  65. Konuk FA (2018) Antecedents of pregnant women’s purchase intentions and willingness to pay a premium for organic food. Br Food J 120(7):1561–1573. https://doi.org/10.1108/BFJ-11-2017-0631

    Article  Google Scholar 

  66. Kumar B, Manrai AK, Manrai LA (2017) Purchasing behaviour for environmentally sustainable products: A conceptual framework and empirical study. J Retail Consum Serv 34:1–9. https://doi.org/10.1016/j.jretconser.2016.09.004

    Article  CAS  Google Scholar 

  67. Kwon H, Pyun D, Choi K (2014) The mediating role of perceived value in two different price settings. Int J Sports Mark Spons 15(3):176–188. https://doi.org/10.1108/IJSMS-15-03-2014-B004

    Article  Google Scholar 

  68. Lee H-J, Yun Z-S (2015) Consumers perceptions of organic food attributes and cognitive and affective attitudes as determinants of their purchase intentions toward organic food. Food Qual Prefer 39:259–267. https://doi.org/10.1016/j.foodqual.2014.06.002

    Article  Google Scholar 

  69. Lee TH, Fu CJ, Chen YY (2019) Trust factors for organic foods: Consumer buying behavior. Br Food J 122(2):414–431. https://doi.org/10.1108/BFJ-03-2019-0195

    Article  Google Scholar 

  70. Leonidou LC, Leonidou CN, Kvasova O (2010) Antecedents and outcomes of consumer environmentally friendly attitudes and behaviour. J Mark Manag 26(13–14):1319–1344. https://doi.org/10.1080/0267257X.2010.523710

    Article  Google Scholar 

  71. Lin PC, Huang YH (2012) The influence factors on choice behavior regarding green products based on the theory of consumption values. J Clean Prod 22(1):11–18. https://doi.org/10.1016/j.jclepro.2011.10.002

    Article  ADS  Google Scholar 

  72. Lowry PB, Gaskin J (2014) Partial least squares (PLS) structural equation modeling (SEM) for building and testing behavioral causal theory: When to choose it and how to use it. IEEE Trans Prof Commun 57(2):123–146. https://doi.org/10.1109/TPC.2014.2312452

    Article  Google Scholar 

  73. MacKenzie SB, Podsakoff PM (2012) Common method bias in marketing: Causes, mechanisms, and procedural remedies. J Retail 88(4):542–555. https://doi.org/10.1016/j.jretai.2012.08.001

    Article  Google Scholar 

  74. Maichum K, Parichatnon S, Peng KC (2016) Application of the extended theory of planned behavior model to investigate purchase intention of green products among Thai consumers. Sustainability 8(10):1077. https://doi.org/10.3390/su8101077

    Article  Google Scholar 

  75. Matsumoto M, Chinen K, Endo H (2018) Remanufactured auto parts market in Japan: Historical review and factors affecting green purchasing behavior. J Clean Prod 172:4494–4505. https://doi.org/10.1016/j.jclepro.2017.10.266

    Article  Google Scholar 

  76. Munot MA (2015) An insight into used-products remanufacturing. J Adv Rev Sci Res 8(1):9–18. https://www.akademiabaru.com/doc/ARSRV8_N1_P9_18.pdf

  77. Muranko Z, Andrews D, Newton EJ, Chaer I, Proudman P (2018) The Pro-Circular Change Model (P-CCM): proposing a framework facilitating behavioural change towards a circular economy. Resour Conserv Recycl 135:132–140. https://doi.org/10.1016/j.resconrec.2017.12.017

    Article  Google Scholar 

  78. Murray A, Skene K, Haynes K (2017) The circular economy: an interdisciplinary exploration of the concept and application in a global context. J Bus Ethics 140(3):369–380. https://doi.org/10.1007/s10551-015-2693-2

    Article  Google Scholar 

  79. Ngu HJ, Lee MD, Osman MSB (2020) Review on current challenges and future opportunities in Malaysia sustainable manufacturing: Remanufacturing industries. J Clean Prod 273:123071. https://doi.org/10.1016/j.jclepro.2020.123071

    Article  Google Scholar 

  80. Nguyen TN, Lobo A, Greenland S (2016) Pro-environmental purchase behaviour: The role of consumers’ biospheric values. J Retail Consum Serv 33:98–108. https://doi.org/10.1016/j.jretconser.2016.08.010

    Article  Google Scholar 

  81. Paul J, Modi A, Patel J (2016) Predicting green product consumption using the theory of planned behavior and reasoned action. J Retail Consum Serv 29(2016):123–134. https://doi.org/10.1016/j.jretconser.2015.11.006

    Article  Google Scholar 

  82. Pavlou PA, El Sawy OA (2006) From IT leveraging competence to competitive advantage in turbulent environments: The case of new product development. Inf Syst Res 17(3):198–227. https://doi.org/10.1287/isre.1060.0094

    Article  Google Scholar 

  83. Pisitsankkhakarn R, Vassanadumrongdee S (2020) Enhancing purchase intention in circular economy: An empirical evidence of remanufactured automotive product in Thailand. Resour Conserv Recycl 156:104702. https://doi.org/10.1016/j.resconrec.2020.104702

    Article  Google Scholar 

  84. Podsakoff PM, MacKenzie SB, Podsakoff NP (2012) Sources of method bias in social science research and recommendations on how to control it. Annu Rev Psychol 63(1):539–569. https://doi.org/10.1146/annurev-psych-120710-100452

    Article  PubMed  Google Scholar 

  85. Prakash G, Choudhary S, Kumar A, Garza-Reyes JA, Khan SAR, Panda TK (2019) Do altruistic and egoistic values influence consumers’ attitudes and purchase intentions towards eco-friendly packaged products? An empirical investigation. J Retail Consum Serv 50:163–169. https://doi.org/10.1016/j.jretconser.2019.05.011

    Article  Google Scholar 

  86. Rahman I, Reynolds D (2016) Predicting green hotel behavioral intentions using a theory of environmental commitment and sacrifice for the environment. Int J Hosp Manag 52:107–116. https://doi.org/10.1016/j.ijhm.2015.09.007

    Article  Google Scholar 

  87. Rasool S, Kiyani AA, Siali FB, Ting H, Shakur MMA (2017) Consumer innovativeness in consumer-company relationship and mediating role of consumer value: an empirical study of cell phone users in Pakistan. Int Rev Manag Mark 7(1):379–388. https://dergipark.org.tr/en/pub/irmm/issue/32094/355448?publisher=http-www-cag-edu-tr-ilhan-ozturk

  88. Reike D, Vermeulen WJ, Witjes S (2018) The circular economy: new or refurbished as CE 3.0? —exploring controversies in the conceptualization of the circular economy through a focus on history and resource value retention options. Resour Conserv Recycl 135:246–264. https://doi.org/10.1016/j.resconrec.2017.08.027

    Article  Google Scholar 

  89. Rezaei R, Ghofranfarid M (2018) Rural households’ renewable energy usage intention in Iran: Extending the unified theory of acceptance and use of technology. Renew Energy 122:382–391. https://doi.org/10.1016/j.renene.2018.02.011

    Article  Google Scholar 

  90. Rhodes RE, Courneya KS (2003) Investigating multiple components of attitude, subjective norm, and perceived control: An examination of the theory of planned behaviour in the exercise domain. Br J Soc Psychol 42(1):129–146. https://doi.org/10.1348/014466603763276162

    Article  PubMed  Google Scholar 

  91. Rodiger M, Hamm U (2015) How are organic food prices affecting consumer behaviour? A review. Food Qual Prefer 43:10–20. https://doi.org/10.1016/j.foodqual.2015.02.002

    Article  Google Scholar 

  92. Saleem F, Gopinath C (2013) Antecedents of environmental conscious purchase behaviors. Middle East J Sci Res 14:979–986

    Google Scholar 

  93. Salehzadeh R, Pool JK (2017) Brand attitude and perceived value and purchase intention toward global luxury brands. J Int Consum Mark 29(2):74–82. https://doi.org/10.1080/08961530.2016.1236311

    Article  Google Scholar 

  94. Senger I, Borges JAR, Machado JAD (2017) Using the theory of planned behavior to understand the intention of small farmers in diversifying their agricultural production. J Rural Stud 49:32–40. https://doi.org/10.1016/j.jrurstud.2016.10.006

    Article  Google Scholar 

  95. Shoukat A, Baig U, Hussain B, Rehman NA, Shakir K (2021) An empirical study of consumption values on green purchase intention. Int J Sci Technol Res 10(3):140–148

    Google Scholar 

  96. Singhal D, Jena SK, Tripathy S (2019) Factors influencing the purchase intention of consumers towards remanufactured products: a systematic review and meta-analysis. Int J Prod Res 1e11.https://doi.org/10.1080/00207543.2019.1598590

  97. Singhal D, Tripathy S, Jena SK (2019) Acceptance of remanufactured products in the circular economy: an empirical study in India. Manag Decis 57(4):953–970. https://doi.org/10.1108/MD-06-2018-0686

    Article  Google Scholar 

  98. Sreen N, Purbey S, Sadarangani P (2018) Impact of culture, behavior and gender on green purchase intention. J Retail Consum Serv 41:177–189. https://doi.org/10.1016/j.jretconser.2017.12.002

    Article  Google Scholar 

  99. Suki NM, Suki NM (2015) Consumption values and consumer environmental concern regarding green products. Int J Sust Dev World 22(3):269–278. https://doi.org/10.1080/13504509.2015.1013074

    Article  Google Scholar 

  100. Sun Y, Li T, Wang S (2022) “I buy green products for my benefits or yours”: understanding consumers’ intention to purchase green products. Asia Pac J Mark Logist 34(8):1721–1739. https://doi.org/10.1108/APJML-04-2021-0244

    Article  Google Scholar 

  101. Sweeney JC, Webb D, Mazzarol T, Soutar GN (2014) Self-determination theory and word of mouth about energy-saving behaviors: an online experiment. Psychol Mark 31(9):698–716. https://doi.org/10.1002/mar.20729

    Article  Google Scholar 

  102. Tan CS, Ooi HY, Goh YN (2017) A moral extension of the theory of planned behavior to predict consumers’ purchase intention for energy-efficient household appliances in Malaysia. Energy Policy 107:459–471. https://doi.org/10.1016/j.enpol.2017.05.027

    Article  Google Scholar 

  103. Tehseen S, Ramayah T, Sajilan S (2017) Testing and controlling for common method variance: A review of theavailable methods. J Manag Stud 4(2):146–175. https://doi.org/10.20547/jms.2014.1704202

    Article  Google Scholar 

  104. The Ministry of Investment, Trade and Industry (MITI) (2023). Remanufacturing, Official Portal of The Ministry of Investment, Trade and Industry, available on: 27/8/2023. https://www.miti.gov.my/index.php/glossary/term/297

  105. Thøgersen J (2006) Norms for environmentally responsible behaviour: An extended taxonomy. J Environ Psychol 26(4):247–261. https://doi.org/10.1016/j.jenvp.2006.09.004

    Article  Google Scholar 

  106. Tsay YY (2009) The impacts of economic crisis on green consumption in Taiwan, PICMET’09–2009. Portland International Conference on Management of Engineering & Technology, IEEE, 2367–2374. https://doi.org/10.1109/PICMET.2009.5261827

  107. Vafadarnikjoo A, Mishra N, Govindan K, Chalvatzis K (2018) Assessment of consumers’ motivations to purchase a remanufactured product by applying Fuzzy Delphi method and single valued neutrosophic sets. J Clean Prod 196:230–244. https://doi.org/10.1016/j.jclepro.2018.06.037

    Article  Google Scholar 

  108. Van Doorn J, Verhoef PC (2011) Willingness to pay for organic products: Differences between virtue and vice foods. Int J Res Mark 28(3):167–180. https://doi.org/10.1016/j.ijresmar.2011.02.005

    Article  Google Scholar 

  109. Van Weelden E, Mugge R, Bakker C (2016) Paving the way towards circular consumption: exploring consumer acceptance of refurbished mobile phones in the Dutch market. J Clean Prod 113:743–754. https://doi.org/10.1016/j.jclepro.2015.11.065

    Article  Google Scholar 

  110. Wang P, Liu Q, Qi Y (2014) Factors influencing sustainable consumption behaviors: a survey of the rural residents in China. J Clean Prod 63:152–165. https://doi.org/10.1016/j.jclepro.2013.05.007

    Article  Google Scholar 

  111. Wang XV, Wang L (2018) Digital twin-based WEEE recycling, recovery and remanufacturing in the background of Industry 4.0. Int J Prod Res 57(12):3892–3902. https://doi.org/10.1080/00207543.2018.1497819

    Article  Google Scholar 

  112. Wang Y, Hazen BT, Mollenkopf DA (2018) Consumer value considerations and adoption of remanufactured products in closed-loop supply chains. Ind Manag Data Syst 118(2):480–498. https://doi.org/10.1108/IMDS-10-2016-0437

    Article  Google Scholar 

  113. Wang Z, Sun Q, Wang B, Zhang B (2019) Purchasing intentions of Chinese consumers on energy-efficient appliances: Is the energy efficiency label effective? J Clean Prod 238:117896. https://doi.org/10.1016/j.jclepro.2019.117896

    Article  Google Scholar 

  114. Waris I, Hameed I (2020) An empirical study of purchase intention of energy-efficient home appliances: The influence of knowledge of eco-labels and psychographic variables. Int J Energy Sect Manage 14(6):1297–1314. https://doi.org/10.1108/IJESM-11-2019-0012

    Article  Google Scholar 

  115. White PR (2011) A phenomenological self-inquiry into ecological consciousness. Ecopsychology 3(1):41–50. https://doi.org/10.1089/eco.2010.0054

    Article  Google Scholar 

  116. Wu SI, Chen JY (2014) A model of green consumption behavior constructed by the theory of planned behavior. Int J Mark Stud 6(5):119–132. https://doi.org/10.5539/ijms.v6n5p119

    Article  Google Scholar 

  117. Xu X, Wang S, Yu Y (2020) Consumer’s intention to purchase green furniture: Do health consciousness and environmental awareness matter? Sci Total Environ 704:135275. https://doi.org/10.1016/j.scitotenv.2019.135275

    Article  ADS  CAS  PubMed  Google Scholar 

  118. Yadav R, Pathak GS (2017) Determinants of consumers’ green purchase behavior in a developing nation: Applying and extending the theory of planned behavior. Ecol Econ 134:114–122. https://doi.org/10.1016/j.ecolecon.2016.12.019

    Article  Google Scholar 

  119. Yazdanpanah M, Forouzani M (2015) Application of the Theory of Planned Behaviour to predict Iranian students’ intention to purchase organic food. J Clean Prod 107:342–352. https://doi.org/10.1016/j.jclepro.2015.02.071

    Article  Google Scholar 

  120. Yue B, Sheng G, She S, Xu J (2020) Impact of consumer environmental responsibility on green consumption behavior in China: The role of environmental concern and price sensitivity. Sustainability 12(5):2074. https://doi.org/10.3390/su12052074

    Article  Google Scholar 

  121. Zhang L, Fan Y, Zhang W, Zhang S (2019) Extending the theory of planned behavior to explain the effects of cognitive factors across different kinds of green products. Sustainability 11(15):4222. https://doi.org/10.3390/su11154222

    Article  Google Scholar 

  122. Zhang W, Luo B (2021) Do environmental concern and perceived risk contribute to consumers’ intention toward buying remanufactured products? An empirical study from China. Clean Technol Environ Policy 23(2):463–474. https://doi.org/10.1007/s10098-021-02061-8

    Article  Google Scholar 

  123. Zhao HH, Gao Q, Wu YP, Wang Y, Zhu XD (2014) What affects green consumer behavior in China? A case study from Qingdao. J Clean Prod 63:143–151. https://doi.org/10.1016/j.jclepro.2013.05.021

    Article  Google Scholar 

  124. Zhou L, Gupta SM (2020) Value depreciation factors for new and remanufactured high-technology products: a case study on iPhones and iPads. Int J Prod Res 1–32. https://doi.org/10.1080/00207543.2020.1722327

Download references

Acknowledgements

The authors would like to thank Prince Sultan University for their support.

Funding

This research received no external funding.

Author information

Authors and Affiliations

Authors

Contributions

Conceptualization, Syed Shah Alam.; Data curation, Mohammad Masukujjaman.; Formal analysis, Mohammad Masukujjaman.; Investigation, Nik Mohd Hazrul Nik Hashim; Project administration, Husam Ahmad Kokash. and Mohammad Masukujjaman.; Resources, Husam Ahmad Kokash.; Software, Mohammad Masukujjaman.; Supervision, Syed Shah Alam; Validation, Mohammad Masukujjaman; Writing—original draft, Syed Shah Alam; Writing—review and editing, Mohammad Masukujjaman, and Syed Shah Alam. All authors have read and agreed to the published version of the manuscript.

Corresponding author

Correspondence to Syed Shah Alam.

Ethics declarations

Ethics approval

Ethical review and approval were waived for this study, due to the study was conducted as per the guidelines of the Declaration of Helsinki. The research questionnaire was anonymous, and no personal information was gathered.

Informed consent

Oral consent was obtained from all individuals involved in this study.

Competing interests

There is no competing interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

The original online version of this article was revised: The affiliation details for Husam Ahmad Kokash were incorrectly given as ‘Graduate School of Business, Universiti Kebangsaan Malaysia, UKM, 43600 Bangi, Selangor, Malaysia’ but should have been ‘Department of Marketing, College of Business Administration, Prince Sultan University, Riyadh, Saudi Arabia’. The original article has been corrected.

Appendix-A: Measurement Scales

Appendix-A: Measurement Scales

Constructs & Items

Attitude [9]

  att1: I like the idea of buying remanufactured products

  att2: I think that buying remanufactured products is a good idea

  att3: I have a favorable attitude toward buying remanufactured products

Buying Intention [85] [9]

  bi1: I would buy remanufactured products soon

  bi2: I plan to buy remanufactured products regularly

  bi3: PI3: I intend to consider switching remanufactured products

Ecological consciousness [85]

  econs1: I make additional efforts to purchase a remanufactured products that are made from recycled material

  econs2: I have shifted to other remanufactured products due to ecological concerns

  econs3: When I have to need to choose between two equal products, I buy the one which is less harmful to other people and the environment.

  econs4: In my opinion, it is incumbent on individuals to protect the environment

Environmental concern [44]

  EC1: I am concerned about the environment

  EC2: The condition of the environment affects the quality of my health.

  EC3: I am willing to make sacrifices to protect the environment.

  EC4: I think individuals have a responsibility to protect the environment.

Functional Values [114]

  fv1: Remanufactured products are good products for the price.

  fv2: Remanufactured products are economical for the attributes they offer.

  fv3: Remanufactured products have an expectable standard quality.

Perceived Behavioral Control [9]

  pbc1: I am confident that I would be able to buy remanufactured products

  pbc2: Buying remanufactured products is entirely within my control

  pbc3: I have resources, time, and willingness to buy remanufactured products

  pbc4: There are likely to be plenty of opportunities for me to buy remanufactured products

Subjective Norm [9]

  Sn1: People who influence my behavior would think that I should buy remanufactured products

  Sn2: My close friends think that I should buy remanufactured products

  sn3: Most people who are important to me think I should buy remanufactured products

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Alam, S.S., Masukujjaman, M., Kokash, H.A. et al. Application of TPB-SOR theory on remanufactured product buying intention among Malaysian consumers: mediation of TPB constructs and functional value. Jnl Remanufactur 14, 125–154 (2024). https://doi.org/10.1007/s13243-024-00136-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13243-024-00136-5

Keywords

Navigation