Abstract
The purpose of the study lies in explaining and measuring Supply Chain relationships and their effect on supply chain resilience and supply chain performance in retail/service organizations. The study is also empirically explaining relationships while employing commitment–trust theory. The empirical research uses 144 responses, which were collected through the use of survey methods from retail firms. The questionnaire was adapted from various published sources. Purposive sampling was used as the technique for data collection. Hypotheses were analyzed by using structural equation modeling. The findings indicate that supply chain relationships significantly influence supply chain performance. SC agility was found as the significant enabler for Resilience. Cooperation plays a vital role in enhancing agility, resilience, and SC performance. Resilience shows the insignificant impact on the performance of supply chain and integration share insignificant effect on cooperation. Retail supply chain managers need to create a transparent atmosphere where all the supply chain partners can exchange formal and informal messages and provide opportunities through such platforms that enable them to share risk management-related expertise and strengthen their productive relationships. Organizations should promote relationships for the long-lasting continuity of their operations. The research is unique for its findings and its contribution toward the supply chain resilience as well as risk management domain and also for contributing in the retail sector as it is one of the first empirical studies to evaluate the relational exchanges and risk management from the perspective of retailers in a developing nation. The study also tries to meet meaningful gaps in existent literature.
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Source: Author construction. Where, SC = Supply Chain
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References
Achrol RS (1991) Evolution of the marketing organization: new forms for turbulent environment. J Mark 55(4):77–93
AL-Shboul MAR (2017) Infrastructure framework and manufacturing supply chain agility: the role of delivery dependability and time to market. Supply Chain Manag Int J. https://doi.org/10.1108/SCM-09-2016-0335
Ahmed W (2021) Understanding alignment between lean and agile strategies using Triple-A model. Int J Prod Perform Manage. https://doi.org/10.1108/IJPPM-04-2020-0176
Ahmed W, Rashidi MZ (2021) Developing supply chain risk management capabilities by aligning strategies: integrating Triple-A model. Measu Bus Excellence. https://doi.org/10.1108/MBE-08-2020-0123
Ahmed W, Huma S (2021) Impact of lean and agile strategies on supply chain risk management. Total Qual Manage Bus Excellence 32(1–2):33–56
Ahmed W, Omar M (2019) Drivers of supply chain transparency and its effects on performance measures in the automotive industry: case of a developing country. Int J Serv Oper Manage 33(2):159–186
Ambrose E, Marshall D, Lynch D (2010) Buyer supplier perspectives on supply chain relationships. Int J Oper Prod Manag 30(12):1269–1290. https://doi.org/10.1108/01443571011094262
Ambulkar S, Blackhurst J, Grawe S (2015) Firm’s resilience to supply chain disruptions: scale development and empirical examination. J Oper Manag 33(34):111–122
Anderson JC, Narus JA (1990) A model of distributor firm and manufacturer firm working partnerships. J Mark 54(1):42–58
Anderson E, Weitz B (1992) The use of pledges to build and sustain commitment in distribution channels. J Mark Res 29:18–34
Baig H, Ahmed W, Najmi A (2021) Understanding influence of supply chain collaboration on innovationbased market performance. Int J Innov Sci. https://doi.org/10.1108/IJIS-03-2021-0054
Blome C, Schoenherr T, Rexhausen D (2013) Antecedents and enablers of supply chain agility and its effect on performance: a dynamic capabilities perspective. Int J Prod Res 51(4):1295–1318. https://doi.org/10.1080/00207543.2012.728011
Board of Directors of State Bank of Pakistan (3rd quarterly report for the year 2017–2018). The State of Pakistan Economy. Retrieved from http://www.sbp.org.pk/reports/quarterly/fy18/Third/Complete.pdf
Bordens KS, Abbott BB (2002) Research design and methods: a process approach. Mc Graw- Hill
Brandon- Jones E, Squire B, Autry CW, Petersen KJ (2014) A contingent resource- based perspective of supply chain resilience and robustness. J Supply Chain Manag 50(3):55–73. https://doi.org/10.1111/jscm.12050
Braunscheidel MJ, Suresh NC (2009) The organizational antecedents of a firm’s supply chain agility for risk mitigation and response. J Oper Manag 27:119–140. https://doi.org/10.1016/j.jom.2008.09.006
Brusset X, Teller C (2017) Supply chain capabilities, risk, and resilience. Int J Prod Econ 184:59–68. https://doi.org/10.1016/j.ijpe.2016.09.008
Bryman A (2008) Social research methods. Oxford University Press
Cao M, Zhang Q (2011) Supply chain collaboration: impact on collaborative advantage and firm performance. J Oper Manag 29:163–180
Carvalho H, Azevedo SG, Cruz-Machado V (2012) Agile and resilient approaches to supply chain management: influence on performance and competitiveness. Logist Res 4:49–62. https://doi.org/10.1007/s12159-012-0064-2
Chambers R, Kokic P, Smith P, Cruddas M (2000) Winsorization for identifying and treating outliers in business surveys. In: Proceedings of the second international conference on establishment surveys. 717–726
Chen C (2018) Developing a model for supply chain agility and innovativeness to enhance firms’ competitive advantage. Manag Decis. https://doi.org/10.1108/MD-12-2017-1236
Chen JV, Yen DC, Rajkumar TM, Tomochko NA (2011) The antecedent factors on trust and commitment in supply chain relationships. Comput Stand Interfaces 33:262–270. https://doi.org/10.1016/j.csi.2010.05.003
Chiou J (2004) The antecedents of consumers’ loyalty toward internet service providers. Inf Manag 41:685–695
Christopher M, Peck H (2004) Building the resilient supply chain. Int J Logist Manag 15(2):1–13
Chu SS, Fang WC (2006) Exploring the relationships of trust and commitment in supply chain management. J Am Acad Bus 19(1):224–228
Coote LV, Forrest EJ, Tam TW (2003) An investigation into commitment in non-Western industrial marketing relationships. Ind Mark Manage 32:595–604. https://doi.org/10.1016/S0019-8501(03)00017-8
Cousins PD, Menguc B (2006) The implications of socialization and integration in supply chain management. J Oper Manag 24:604–620
Craighead CW, Hult GTM, Ketchen DJ (2009) The effects of innovation-cost strategy, knowledge and action in the supply chain on performance. J Oper Manag 27(5):205–421
Cronbach LJ (1951) Coefficient alpha and the internal structure of tests. Psychometrika 16(3):297–334. https://doi.org/10.1007/BF02310555
Dawson C (2002) Practical research methods: a user-friendly guide to mastering research techniques and projects. How To Books, United Kingdom
Dedahanov AT, Rhee J (2015) Examining the relationships among trust, silence and organizational commitment. Manag Decis 53(8):1843–1857. https://doi.org/10.1108/MD-02-2015-0041
Deer L (2012) Commitment and cooperation in partnerships (M. Phil. Thesis). Australia: University of Adelaide, School of Economics
Dixon WJ, Yuen KK (1974) Trimming and winsorization: a review. Stat Hefte 15(2/3):157–170. https://doi.org/10.1007/BF02922904
Dodgson M (1993) Organizational learning: a review of some literature. Organ Stud 14(3):375–394
Doney PM, Cannon JP (1997) An examination of the nature of trust in buyer-seller relationships. J Mark 61(2):35–51
Drost EA (2011) Validity and reliability in social science research. Edu Res Persp 38(1):105–123
Eisenhardt KM, Martin JA (2000) Dynamic capabilities: what are they? Strateg Manag J 21(10):1150–1121
Elbeltagi I, Agag G (2016) E- retailing ethics and its impact on customer satisfaction and repurchase intention, a cultural and commitment- trust theory perspective. Internet Res 26(1):288–310. https://doi.org/10.1108/IntR-10-2014-0244
Faems D, De Visser M, Andries P, Van Looy B (2010) Technology alliance portfolios and financial performance: value enhancing and cost increasing effects on open innovation. J Prod Innov Manag 27(6):785–796
Fornell C, Larcker DF (1981) Structural equation models with unobservable variables and measurement error; algebra and statistics. J Mark Res 18:382–388
Frohlich MT, Westbrook R (2001) Arcs of integration: an international study of supply chain strategies. J Oper Manag 19:185–200
Futtner U, Maklan S (2012) Supply Chain resilience in the global financial crisis: an empirical study. Supply Chain Manag Int J 16(4):246–259. https://doi.org/10.1108/13598541111139062
Fynes B, Burca S, Voss C (2005a) Supply Chain relationship quality, the competitive environment and performance. Int J Prod Res 43(16):3303–3320. https://doi.org/10.1080/00207540500095894
Fynes B, Voss C, Burca S (2005b) The impact of supply chain relationship dynamics on manufacturing performance. Int J Oper Prod Manag 25(1):6–19. https://doi.org/10.1108/01443570510572
Gefen D, Straub D (2005) A practical guide to factorial validity using PLS- graph: tutorial and annotated example. Commun Assoc Inf Syst 16:91–109
Gligor DM (2014) The role of demand management in achieving supply chain agility. Supply Chain Manag Int J 19(5/6):577–591
Gligor DM, Holcomb MC (2012) Antecedents and consequences of supply chain agility: establishing the link to firm performance. J Bus Logist 33(4):295–308
Gligor DM, Holcomb MC (2014) Antecedents and consequences of integrating logistics capabilities across the supply chain. Transp J 53(2):211–234
Goodman LE, Dion PA (2001) The determinants of commitment in the distributor manufacturer relationship. Ind Mark Manag 30(3):287–300
Gundlach GT, Achrol RS, Mentzer JT (1995) The structure of commitment in exchange. J Mark 59:78–92
Haenlein M, Kaplan AM (2004) A beginner’s guide to partial least squares (PLS) analysis. Underst Stat 3:283–297
Hair JF, Ringle CM, Sarstedt M (2011) PLS-SEM indeed a silver bullet. J Mark Theory Pract 19(2):139–151
Hair JF Jr, Sarstedt M, Hopkins L, Kuppelwieser VG (2014) Partial least squares structural equation modeling (PLS-SEM): an emerging tool in business research. Eur Bus Rev 26(2):106–121. https://doi.org/10.1108/EBR-10-2013-0128
Hallak R, Assaker G, O’Connor P, Lee G (2018) Firm performance in the upscale restaurant sector: the effects of resilience, creative self-efficacy, innovation and industry experience. J Retail Consum Serv 40:229–240
Harrison TR, Doerfel ML (2006) Competitive and cooperative conflict communication climates the influence of ombuds process on trust and commitment to the organization. Int J Confl Manag 17(2):129–153. https://doi.org/10.1108/10444060610736611
Harvey MG, Novicevic MM, Speier C (2000) An innovative global management staffing system: a competency- based perspective. Hum Resour Manag 39(4):381–394
Hausman A, Johnston WJ (2010) The impact of coercive and non-coercive forms of influence on trust, commitment, and compliance in the supply chain. Ind Mark Manag 39(3):519–526
Henseler J, Ringle CM, Sinkovics RR (2009) The use of partial least squares path modeling in international marketing. Adv Int Mark. https://doi.org/10.1108/S1474-7979(2009)0000020014
Henseler J, Ringle CM, Sarstedt M (2015) A new criterion for assessing discriminant validity in variance-based structural equation modeling. J Acad Mark Sci 43:115–135. https://doi.org/10.1007/s11747-014-0403-8
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
Hewett K, Bearden WO (2001) Dependence, trust, and relational behavior on the part of foreign subsidiary marketing operations: implications for managing global marketing operations. J Mark 65:51–66
Hoek RIV, Harrison A, Christopher M (2001) Measuring agile capabilities in the supply chain. Int J Oper Prod Manag 21(1/2):126–147
Hohenstein N, Feisel E, Hartmann E, Giunipero L (2015) Research on the phenomenon of supply chain resilience: a systematic review and paths for further investigation. Int J Phys Distrib Logist Manag 45(1/2):90–117. https://doi.org/10.1108/IJPDLM-05-2013-0128
Holweg M, Pil FK (2008) Theoretical perspectives on the coordination of supply chains. J Oper Manag 26:389–406. https://doi.org/10.1016/j.jom.2007.08.003
Huma S, Ahmed W (2022) Understanding influence of supply chain competencies when developing Triple-A. Benchmark Int J. https://doi.org/10.1108/BIJ-06-2021-0337
Huma S, Ahmed W, Najmi A (2020) Understanding the impact of supply-side decisions and practices on supply risk management. Benchmark Int J 27(5):1769–1792
Johnson RW (2001) An introduction to the bootstrap. Teach Stat 23(2):49–54
Jones GR, George JM (1998) The experience and evolution of trust: implications for cooperation and teamwork. Acad Manag Rev 23(3):531–546
Kamalahmadi M, Parast MM (2016) A review of the literature on the principles of enterprise and supply chain resilience: major finding and directions for future research. Int J Prod Econ 171:116–133
Kim D, Cavusgil ST, Calantone RJ (2006) Information system innovations and supply chain management: channel relationships and firm performance. J Acad Mark Sci 34(1):40–54. https://doi.org/10.1177/0092070305281619
Kleindorfer PR, Saad GH (2005) Managing disruption risk in supply chains. Prod Oper Manag 14(1):53–68
Knoppen D, Johnston D, Sa’enz MJ (2015) Supply chain relationship as a context for learning leading to innovation. Int J Logist Manag 26(3):543–567. https://doi.org/10.1108/IJLM-09-2012-0089
Kumar N, Scheer LK, Steenkamp JEM (1995) The Effects of Perceived Interdependence on dealer attitudes. J Mark Res 32:348–356
Kwon LW, Suh GT (2004) Factors affecting the level of trust and commitment in supply chain relationships. J Supply Chain Manag 40(2):4–14
Kwon IW, Suh T (2005) Trust, commitment and relationship in supply chain management: a path analysis. Supply Chain Manag Int J 10(1):26–33. https://doi.org/10.1108/13598540510578351
Kazmi SW, Ahmed W (2021) Understanding dynamic distribution capabilities to enhance supply chain performance: a dynamic capability view. Benchmark Int J. https://doi.org/10.1108/BIJ-03-2021-0135
Lancastre A, Lages LF (2006) The relationship between buyer and a B2B e-marketplace: cooperation determinants in an electronic market context. Ind Mark Manag 35:774–789
Larzelere RE, Huston TL (1980) The dyadic trust scale: toward understanding interpersonal trust in close relationships. J Marriag Fam 42(3):595–604
Li S (2002) An integrated model for supply chain management practices, performance and competitive advantage. PhD Thesis, University of Toledo
Little RJA (1988) A test of missing completely at random for multivariate data with missing values. J Am Stat Assoc 83(404):1198–1202
Liu C, Lee M (2018) Integration, supply chain resilience, and service performance in third- party logistics providers. Int J Logist Manag 29(1):5–21. https://doi.org/10.1108/IJLM-11-2016-0283
Liu C, Shang K, Lirn T, Lai K, Lun YHV (2016) Supply chain resilience, firm performance, and management policies in the liner shipping industry. Transp Res. https://doi.org/10.1016/j.tra.2017.02.004
Lundin M (2007) Explaining cooperation: how resource interdependence, goal congruence, and trust affect joint actions in policy implementation. J Pub Admin Res Theory 17:651–672
Mandal S (2015) Supply and demand effects on supply chain flexibility: an empirical exploration. Knowl Process Manag 22(3):206–219. https://doi.org/10.1002/kpm.1475
Mandal S (2017) An empirical competence capability model of supply chain resilience. Int J Disast Resil Built Environ. https://doi.org/10.1108/IJDRBE-02-2015-0003
Mandal S, Sarathy R (2018) The effect of supply chain relationships on resilience: empirical evidence from india. Glob Bus Rev 19(35):1–22. https://doi.org/10.1177/0972150918758094
Marcoz EM, Mauri C, Maggioni I, Cantu C (2016) Benefits from service bundling in destination branding: the role of trust in enhancing cooperation among operators in the hospitality industry. Int J Tour Res 18:260–268. https://doi.org/10.1002/jtr.2002
Morgan RM, Hunt SD (1994) The commitment: trust theory of relationship marketing. J Mark 58:20–38. https://doi.org/10.2307/1252308
Morris M, Carter CR (2005) Relationship marketing and supplier logistics performance: an extension of the key mediating variable model. J Supply Chain Manag 41:32–43
Moslemi A, Hilmola O, Vilko J (2016) Risk in emerging markets: logistics services in the Mediterranean region. Maritime Bus Rev 1(3):253–272. https://doi.org/10.1108/MABR-08-2016-0017
Mukherjee A, Nath P (2007) Role of electronic trust in online retailing a re-examination of the commitment- trust theory. Eur J Mark 41(9/10):1173–1202. https://doi.org/10.1108/03090560710773390
Neuman WL (2007) Basics of social research methods: qualitative and quantitative approaches, 2nd edn. Allyn and Bacon, Boston
Nyaga GN, Whipple JM, Lynch DF (2010) Examining supply chain relationships: do buyer and supplier perspectives on collaborative relationships differ? J Oper Manag 28:101–114. https://doi.org/10.1016/j.jom.2009.07.005
Pettit TJ, Fiksel J, Croxton KL (2010) Ensuring supply chain resilience: development of a conceptual framework. J Bus Logist 31(1):21
Ponomarov SY, Holcomb MC (2009) Understanding the concept of supply chain resilience. Int J Logist Manag 20(1):124–143. https://doi.org/10.1108/09574090910954873
Ponomarov S (2012) Antecedent and consequences of supply chain resilience: a dynamic capabilities perspective (Doctoral Dissertation Thesis). University of Tennesse
Prajogo D, Olhager J (2012) Supply Chain integration and performance: the effects of long term relationships, information technology and sharing and logistics integration. Int J Prod Econ 135:514–522. https://doi.org/10.1016/j.ijpe.2011.09.001
Qrunfleh S, Tarafdar M (2013) Lean and agile supply chain strategies and supply chain responsiveness: the role of strategic supplier partnership and postponement. Supply Chain Manag Int J 18(6):571–582. https://doi.org/10.1108/SCM-01-2013-0015
Riberiro JP, Barbosa-Povoa A (2018) Supply chain resilience: definitions and quantitative modeling approaches—a literature review. Comput Ind Eng 115:109–122
Rodrigues AM, Stank TP, Lynch DF (2004) Linking strategy, structure, process, and performance in integrated logistics. J Bus Logist 25(2):65–94
Saunders M, Lewis P, Thornhill A (2016) Research methods for business students. Pearson
Schafer JL, Olsen MK (1998) Multiple imputation for multivariate missing-data problems: a data analyst’s perspective. Multivar Behav Res 33(4):545–571
Sekaran U, Bougie R (2016) Research methods for business: a skill building approach. Wiley, United Kingdom
Shah R (2002) A configurational view of lean manufacturing and its theoretical implications. PhD. Dissertation, Ohio State University, Columbus, OH
Sharma SK, Bhat A (2014) Modelling supply chain agility enablers using ISM. J Model Manag 9(2):200–214. https://doi.org/10.1108/JM2-07-2012-0022
Shukla A, Rai H (2015) Linking perceived organizational support to organizational trust and commitment: moderating role of psychological capital. Glob Bus Rev 16(6):981–996. https://doi.org/10.1177/0972150915597599
Smith JB, Barclay DW (1997) The effects of organizational differences and trust on the effectiveness of selling partner relationships. J Mark 61(1):3–21
Soper DS (2019) A-priori sample size calculator for structural equation models. Available from http://www.danielsoper.com/statcalc
Srinivasan M, Mukherjee D, Gaur AS (2011) Buyer- supplier partnership quality and supply chain performance: Moderating role of risks, and environmental uncertainty. Eur Manag J 29:260–271. https://doi.org/10.1016/j.emj.2011.02.004
Stank TP, Goldsby TJ, Vickery SK (1999) Effect of service supplier performance on satisfaction and loyalty of store managers in the fast-food industry. J Oper Manag 17(4):429–447
Stonkute E, Vveinhardt J (2016) Key success factors for small and medium size enterprises in a context of global supply chains. Entrep Bus Econ 3(1):89–102
Sukwadi R, Wee H, Yang C (2013) Supply chain performance based on the lean-agile operations and suppliers firm partnership: an empirical study on the garment industry in Indonesia. J Small Bus Manag 51(2):297–311. https://doi.org/10.1111/jsbm.12016
Swafford PM, Ghosh S, Murthy N (2008) Achieving supply chain agility through IT integration and flexibility. Int J Prod Econ 116:288–297. https://doi.org/10.1016/j.ijpe.2008.09.002
Tabachnick BG, Fidell LS (2007) Using multivariate statistics, 5th edn. Allyn and Bacon, New York
Tavakol M, Dennick R (2011) Making sense of Cronbach’s alpha. Int J Med Educ 2:53–55. https://doi.org/10.5116/ijme.4dfb.8dfd
Touboulic A, Chicksand D, Walker H (2014) Managing imbalanced supply chain relationships for sustainability: a power perspective. J Decis Sci Inst 45(4):577–619
Tse YK, Zhang M, Akhtar P, MacBryde F (2016) Embracing supply chain agility: an investigation in the electronics industry. Supply Chain Manag Int J 21(1):140–156
Tukamuhabwa BR, Stevenson M, Busby J, Zorzini M (2015) Supply chain resilience: definition, review and theoretical foundations for further study. Int J Prod Res 53(18):5592–5623
van Fenema PC, Keers B, Zijm H (2014) Interorganizational shared services: creating value across organizational boundaries. In: Bondarouk T (ed) Shared services as a new organizational form. Emerald Group Publishing Limited, pp 175–217. https://doi.org/10.1108/S1877-636120140000013009
Van Teijlingen ER, Rennie AM, Hundley V, Graham W (2001) The importance of conducting and reporting pilot studies: the example of the Scottish Births Survey. J Adv Nurs 34(3):289–295
Wagner SM, Bode C (2006) An empirical investigation into supply chain vulnerability. J Purch Supply Manag 12:301–312. https://doi.org/10.1016/j.pursup.2007.01.004
Welch M, Jackson P (2007) Rethinking internal communication: a Stakeholder approach. Corp Commun Int J 12(2):177–198
Wieland A, Wallenburg CM (2013) The influence of relational competencies on supply chain resilience: a relational view. Int J Phys Distrib Logist Manag 43(4):300–320. https://doi.org/10.1108/IJPDLM-08-2012-0243
Williamson OE (1985) The economic institutions of capitalism: Firms, markets, relational contracting. Free Press, New York
Wu M, Weng Y, Huang I (2012) A study of supply chain partnerships based on the commitment trust theory. Asia Pac J Mark Logist 24(4):690–707. https://doi.org/10.1108/13555851211259098
Yusuf YY, Gunasekaran A, Musa A, Dauda M, El-Berishy NM, Cang S (2012) A relational study of supply chain agility, competitiveness and business performance in the oil and gas industry. Int J Prod Econ. https://doi.org/10.1016/j.ijpe.2012.10.009
Zand DE (1972) Trust and managerial problem solving. Adm Sci Q 17(2):229–239
Zhao L, Huo B, Sun L, Zhao X (2013) The impact of supply chain risk on supply chain integration and company performance: a global investigation. Supply Chain Manag Int J 18(2):115–131. https://doi.org/10.1108/13598541311318773
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Shaikh, A., Ahmed, W. Understanding influence of supply chain relationships in retail channels on risk management. Decision 49, 153–176 (2022). https://doi.org/10.1007/s40622-022-00308-x
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DOI: https://doi.org/10.1007/s40622-022-00308-x