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基于大数据背景下制造业转型升级视角,依托动态能力理论,关注我国制造企业借助C2M电商平台培育大规模定制能力的效果,为制造企业探索一条构建大规模定制生产范式的新路径。利用一手问卷调查数据和二手数据对研究假设进行实证检验,结果发现制造企业能够借助C2M电商平台的大数据资源,通过优化制造资源配置培育大规模定制能力,提升企业销售绩效。此外,需求不确定性在制造企业培育大规模定制能力和大规模定制能力提升销售绩效两个过程中,分别发挥一负一正两种调节作用。整体而言,需求不确定性更加凸显了制造企业培育大规模定制能力提升销售绩效的效果。文章发现弥补了现有研究的不足,为制造企业更好借助C2M电商平台构建大规模定制生产范式提供理论支撑。
Abstract:Based on the perspective of manufacturing transformation and upgrading under the background of big data and relying on the dynamic capability theory, this paper focuses on the effect of Chinese manufacturing enterprises cultivating mass customization capability with the help of C2M e-commerce platform, and explores a new path for manufacturing enterprises to build mass customization production paradigm. Through the empirical test of the research hypothesis through the matching of primary questionnaire survey data and secondary data, it is found that manufacturing enterprises can use the big data resources of C2M ecommerce platform to cultivate mass customization capabilities by optimizing the allocation of manufacturing resources, and thus improve their sales performance. In addition, demand uncertainty plays a negative and positive regulating role in the two processes of cultivating mass customization capability of manufacturing enterprises and enhancing sales performance by mass customization capability. Overall, demand uncertainty highlights the effect of manufacturing enterprises to cultivate mass customization capabilities to improve sales performance. The research findings make up for the shortcomings of existing literature and provide theoretical support for manufacturing enterprises to better build mass customization production paradigm with the help of C2M e-commerce platform.
[1]DE BELLIS E,HILDEBRAND C,ITO K,et al.Personalizing the customization experience:a matching theory of mass customization interfaces and cultural information processing [J].Journal of Marketing Research,2019,56(6):1050-1065.
[2]TU Q,VONDEREMBSE M A,RAGU-NATHAN T S.The impact of time-based manufacturing practices on mass customization and value to customer [J].Journal of Operations Management,2001,19(2):201-217.
[3]DURAY R,WARD P T,MILLIGAN G W,et al.Approaches to mass customization:configurations and empirical validation [J].Journal of Operations Management,2000,18(6):605-625.
[4]WIENGARTEN F,SINGH P J,FYNES B,et al.Impact of mass customization on cost and flexiblity performances:the role of social capital [J].Operations Management Research,2017,10(3/4):137-147.
[5]LIU G S,SHAH R,BABAKUS E.When to mass customize:the impact of environmental uncertainty [J].Decision Sciences,2012,43(5):851-887.
[6]RUNGTUSANATHAM M J,SALVADOR F.From mass production to mass customization:hindrance factors,structural inertia,and transition hazard [J].Production and Operations Management,2008,17(3):385-396.
[7]KRISTAL M M,HUANG X,ROTH A V.The effect of an ambidextrous supply chain strategy on combinative competitive capabilities and business performance [J].Journal of Operations Management,2010,28(5):415-429.
[8]JIN M,WANG H,ZHANG Q,et al.Supply chain optimization based on chain management and mass customization [J].Information Systems and e-Business Management,2020,18(4):647-664.
[9]HOLMSTR?M J,HOLWEG M,LAWSON B,et al.The digitalization of operations and supply chain management:theoretical and methodological implications [J].Journal of Operations Management,2019,65(8):728-734.
[10]MAK H Y,SHEN Z J.When triple-a supply chains meet digitalization:the case of JD.com's C2M model [J].Production and Operations Management,2021,30(3):656-665.
[11]WERNERFELT B.A resource-based view of the firm [J].Strategic Management Journal,1984,5(2):171-180.
[12]CONSTANTINIDES P,HENFRIDSSON O,PARKER G G.Introduction—platforms and infrastructures in the digital age [J].Information Systems Research,2018,29(2):381-400.
[13]SHENG S B,ZHOU K Z,LI J J.The effects of business and political ties on firm performance:evidence from China [J].Journal of Marketing,2011,75(1):1-15.
[14]TEECE D J,PISANO G,SHUEN A.Dynamic capabilities and strategic management [J].Strategic Management Journal,1997,18(7):509-533.
[15]MAGHZI A,LIN N,PFARRER M D,et al.Creating opportunities:heuristic reasoning in proactive dynamic capability deployment [J].Academy of Management Review,2024,49(3):514-535.
[16]TEECE D J.Explicating dynamic capabilities:the nature and microfoundations of (sustainable) enterprise performance [J].Strategic Management Journal,2007,28(13):1319-1350.
[17]郭海,陈沁悦.企业数字化、战略柔性与公共危机应对——基于动态能力的视角[J].管理科学学报,2024(9):29-47.
[18]李大元,项保华,陈应龙.企业动态能力及其功效:环境不确定性的影响[J].南开管理评论,2009(6):60-68.
[19]AUGIER M,TEECE D J.Strategy as evolution with design:the foundations of dynamic capabilities and the role of managers in the economic system [J].Organization Studies,2008,29(8/9):1187-1208.
[20]EISENHARDT K M,MARTIN J A.Dynamic capabilities:what are they?[J].Strategic Management Journal,2000,21(10-11):1105-1121.
[21]HEATON S,TEECE D,AGRONIN E.Dynamic capabilities and governance:an empirical investigation of financial performance of the higher education sector [J].Strategic Management Journal,2023,44(2):520-548.
[22]DANNEELS E.Trying to become a different type of company:dynamic capability at Smith Corona [J].Strategic Management Journal,2010,32(1):1-31.
[23]张明超,孙新波,钱雨.数据赋能驱动智能制造企业C2M反向定制模式创新实现机理[J].管理学报,2021(8):1175-1186.
[24]FENG Q,SHANTHIKUMAR J G.How research in production and operations management may evolve in the era of big data [J].Production and Operations Management,2018,27(9):1670-1684.
[25]TRENTIN A,FORZA C,PERIN E.Organisation design strategies for mass customisation:an information-processing-view perspective [J].International Journal of Production Research,2012,50(14):3860-3877.
[26]CHOI T M,KUMAR S,YUE X H,et al.Disruptive technologies and operations management in the Industry 4.0 era and beyond [J].Production and Operations Management,2022,31(1):9-31.
[27]BARRETO I.Dynamic capabilities:a review of past research and an agenda for the future [J].Journal of Management,2009,36(1):256-280.
[28]SQUIRE B,BROWN S,READMAN J,et al.The impact of mass customisation on manufacturing trade-offs[J].Production and Operations Management,2006,15(1):10-21.
[29]白小明,李纲.顾客参与、吸收能力与新服务开发成效的关系研究——动态环境的调节作用[J].商业经济与管理,2020(9):58-69.
[30]FISHER M,HAMMOND J,OBERMEYER W,et al.Configuring a supply chain to reduce the cost of demand uncertainty [J].Production and Operations Management,1997,6(3):211-225.
[31]SALVADOR F,FORZA C,RUNGTUSANATHAM M.Modularity,product variety,production volume,and component sourcing:theorizing beyond generic prescriptions [J].Journal of Operations Management,2002,20(5):549-575.
[32]ZHOU J,MAVONDO F T,SAUNDERS S G.The relationship between marketing agility and financial performance under different levels of market turbulence [J].Industrial Marketing Management,2019,83(11):31-41.
[33]焦豪,杨季枫,应瑛.动态能力研究述评及开展中国情境化研究的建议[J].管理世界,2021(5):191-210,14,22-24.
[34]HART C W L.Mass customization:conceptual underpinnings,opportunities and limits [J].International Journal of Service Industry Management,1995,6(2):36-45.
[35]PODSAKOFF P M,MACKENZIE S B,LEE J Y,et al.Common method biases in behavioral research:a critical review of the literature and recommended remedies [J].Journal of Applied Psychology,2003,88(5):879-903.
[36]WANG D T,GU F F,DONG M C.Observer effects of punishment in a distribution network[J].Journal of Marketing Research,2013,50(5):627-643.
[37]WAGNER J.A comparison of alternative indicators for the risk of nonresponse bias[J].Public Opinion Quarterly,2012,76(3):555-575.
[38]HUANG Y Y,SHEN L,ZHANG C.Home-country government support,the belt and road initiative,and the foreign performance of Chinese state-owned subsidiaries [J].Asia Pacific Journal of Management,2020,39(3):1-27.
[39]HEAD K,RIES J.Offshore production and skill upgrading by Japanese manufacturing firms [J].Journal of International Economics,2002,58(1):81-105.
[40]LAMPEL J,GIACHETTI C.International diversification of manufacturing operations:performance implications and moderating forces [J].Journal of Operations Management,2013,31(4):213-227.
[41]郑曼妮,黎文靖,谭有超.技术转移与企业高质量创新[J].世界经济,2024(3):66-93.
[42]王裕瑾,崔志远,刘家绮.中国数字经济与实体经济融合发展的区域差异与形成机制[J].商业经济与管理,2024(9):62-75.
[43]LI Y,WANG X C,GONG T Y,et al.Breaking out of the pandemic:how can firms match internal competence with external resources to shape operational resilience?[J].Journal of Operations Management,2023,69(3):384-403.
[44]康蕾,张红旗.我国五大粮食主产区农业抗旱能力评价的敏感性分析[J].中国农业大学学报,2015(6):214-224.
[45]ROLLAND K H,MATHIASSEN L,RAI A.Managing digital platforms in user organizations:the interactions between digital options and digital debt [J].Information Systems Research,2018,29(2):419-443.
[46]BHARADWAJ A,EL SAWY O A,PAVLOU P A,et al.Digital business strategy:toward a next generation of insights [J].MIS Quarterly,2013,37(2):471-482.
[47]HUANG X W,KRISTAL M M,SCHROEDER R G.The impact of organizational structure on mass customization capability:a contingency view [J].Production and Operations Management,2010,19(5):515-530.
[48]DESARBO W S,BENEDETTO C A D,SONG M,et al.Revisiting the miles and snow strategic framework:uncovering interrelationships between strategic types,capabilities,environmental uncertainty,and firm performance [J].Strategic Management Journal,2004,26(1):47-74.
[49]SLATER S F,NARVER J C.Does competitive environment moderate the market orientation-performance relationship?[J].Journal of Marketing,1994,58(1):46.
[50]FORNELL C,LARCKER D F.Evaluating structural equation models with unobservable variables and measurement error[J].Journal of Marketing Research,1981,18(1):39-50.
[51]WILLIAMS L J,HARTMAN N,CAVAZOTTE F.Method variance and marker variables:a review and comprehensive CFA marker technique[J].Organizational Research Methods,2010,13(3):477-514.
[52]BARON R M,KENNY D A.The moderator-mediator variable distinction in social psychological research:conceptual,strategic,and statistical considerations [J].Journal of Personality and Social Psychology,1986,51(6):1173-1182.
[53]温忠麟,张雷,侯杰泰.有中介的调节变量和有调节的中介变量[J].心理学报,2006(3):448-452.
[54]陈虹,张其林.平台型电商声誉对卖家绩效的影响研究——基于锁定效应和信号效应的考察[J].营销科学学报,2021(2):21-38.
(1)例如,拼多多推出“新品牌计划”,计划扶持100个产业带,培育10万款新产品;京东搭建JC2M智造平台,并实施“百大产业扶持计划”,覆盖全国267个产业带;阿里建立犀牛智造平台,发布“新国货计划”,帮助全国1000个产业集群数字化升级。
基本信息:
DOI:10.14134/j.cnki.cn33-1336/f.2025.01.001
中图分类号:F425;F724.6
引用信息:
[1]张闯,王震,夏春玉.C2M电商平台数据赋能制造企业大规模定制:基于动态能力理论视角[J].商业经济与管理,2025,No.399(01):5-18.DOI:10.14134/j.cnki.cn33-1336/f.2025.01.001.
基金信息:
国家社会科学基金重大项目“‘双循环’新格局下现代流通体系创新及高质量发展路径研究”(21&ZD120); 国家自然科学基金面上项目“营销渠道中的企业揭发行为:概念化、驱动因素及其作用机制与结果”(72172026); 中央高校基本科研业务费资助项目“B2B平台生态系统中的多重信任及其对平台绩效的影响研究”[DUT23RC(3)034]