{"title":"营销分析能力对中小企业绩效影响的实证调查:基于资源观的方法","authors":"Kwabena Abrokwah-Larbi","doi":"10.1108/apjba-04-2023-0171","DOIUrl":null,"url":null,"abstract":"PurposeThe aim of this study is to empirically investigate the impact of marketing analytics capability on business performance from the perspective of RBV theory.Design/methodology/approachThis study used a survey method to gather information from 225 food processing SMEs registered with the Ghana Enterprise Agency (GEA) in Ghana’s eastern region. A structural equation modeling (SEM) path analysis was used to assess the impact of marketing analytics capability (MAC) on the performance of SMEs.FindingsThe results of the study show that MAC significantly and positively affect the financial performance (FP), customer performance (CF), internal business process performance (IBPP) and learning and growth performance (LGP) of Ghanaian SMEs. The findings of this study also illustrated the significance of MAC determinants, including marketing analytics skills (MAS), data resource management (DRM) and data processing capabilities (DPC), in achieving SME success in Ghana.Originality/valueThe research’s conclusions give RBV theory strong credence. The results of this study also provide credence to previous research finding that SMEs should view MAC and its determinants (i.e. DRM, DPC, MAS) as a crucial strategic capability to improve their performance (i.e. FP, CF, IBPP, LGP). With regard to its contribution, this study broadens the body of knowledge on MAC and SME performance, particularly in the context of an emerging economy.","PeriodicalId":45401,"journal":{"name":"Asia-Pacific Journal of Business Administration","volume":null,"pages":null},"PeriodicalIF":3.3000,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An empirical investigation of the impact of marketing analytics capability on SME performance: a resource-based view approach\",\"authors\":\"Kwabena Abrokwah-Larbi\",\"doi\":\"10.1108/apjba-04-2023-0171\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"PurposeThe aim of this study is to empirically investigate the impact of marketing analytics capability on business performance from the perspective of RBV theory.Design/methodology/approachThis study used a survey method to gather information from 225 food processing SMEs registered with the Ghana Enterprise Agency (GEA) in Ghana’s eastern region. A structural equation modeling (SEM) path analysis was used to assess the impact of marketing analytics capability (MAC) on the performance of SMEs.FindingsThe results of the study show that MAC significantly and positively affect the financial performance (FP), customer performance (CF), internal business process performance (IBPP) and learning and growth performance (LGP) of Ghanaian SMEs. The findings of this study also illustrated the significance of MAC determinants, including marketing analytics skills (MAS), data resource management (DRM) and data processing capabilities (DPC), in achieving SME success in Ghana.Originality/valueThe research’s conclusions give RBV theory strong credence. The results of this study also provide credence to previous research finding that SMEs should view MAC and its determinants (i.e. DRM, DPC, MAS) as a crucial strategic capability to improve their performance (i.e. FP, CF, IBPP, LGP). With regard to its contribution, this study broadens the body of knowledge on MAC and SME performance, particularly in the context of an emerging economy.\",\"PeriodicalId\":45401,\"journal\":{\"name\":\"Asia-Pacific Journal of Business Administration\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":3.3000,\"publicationDate\":\"2024-04-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Asia-Pacific Journal of Business Administration\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1108/apjba-04-2023-0171\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BUSINESS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Asia-Pacific Journal of Business Administration","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/apjba-04-2023-0171","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 0
摘要
本研究旨在从 RBV 理论的角度,对营销分析能力对企业绩效的影响进行实证研究。本研究采用调查法收集了加纳东部地区在加纳企业局(GEA)注册的 225 家食品加工中小企业的信息。研究结果表明,营销分析能力(MAC)对加纳中小企业的财务绩效(FP)、客户绩效(CF)、内部业务流程绩效(IBPP)和学习与成长绩效(LGP)有显著的积极影响。本研究的结果还说明了 MAC 决定因素(包括营销分析技能 (MAS)、数据资源管理 (DRM) 和数据处理能力 (DPC))对加纳中小企业取得成功的重要意义。本研究的结果也证明了之前的研究结论,即中小企业应将 MAC 及其决定因素(即 DRM、DPC、MAS)视为提高其绩效(即 FP、CF、IBPP、LGP)的重要战略能力。就其贡献而言,本研究拓宽了有关 MAC 和中小企业绩效的知识体系,尤其是在新兴经济体背景下。
An empirical investigation of the impact of marketing analytics capability on SME performance: a resource-based view approach
PurposeThe aim of this study is to empirically investigate the impact of marketing analytics capability on business performance from the perspective of RBV theory.Design/methodology/approachThis study used a survey method to gather information from 225 food processing SMEs registered with the Ghana Enterprise Agency (GEA) in Ghana’s eastern region. A structural equation modeling (SEM) path analysis was used to assess the impact of marketing analytics capability (MAC) on the performance of SMEs.FindingsThe results of the study show that MAC significantly and positively affect the financial performance (FP), customer performance (CF), internal business process performance (IBPP) and learning and growth performance (LGP) of Ghanaian SMEs. The findings of this study also illustrated the significance of MAC determinants, including marketing analytics skills (MAS), data resource management (DRM) and data processing capabilities (DPC), in achieving SME success in Ghana.Originality/valueThe research’s conclusions give RBV theory strong credence. The results of this study also provide credence to previous research finding that SMEs should view MAC and its determinants (i.e. DRM, DPC, MAS) as a crucial strategic capability to improve their performance (i.e. FP, CF, IBPP, LGP). With regard to its contribution, this study broadens the body of knowledge on MAC and SME performance, particularly in the context of an emerging economy.
期刊介绍:
The Asia Pacific Journal of Business Administration (APJBA) publishes original research on: Business Strategy and Policy, Accounting and Board Governance, Marketing and People Management, and Operations and Supply Chain Management. The journal welcomes practical and skill-based submissions in these areas. There is particular interest in submissions regarding: Sustainable Business Practices, Quality Management Practices, Innovation and Creativity in Management, as well as Managing a Learning Organisation. The Asia Pacific region is full of collaborations between government, NGOs and private enterprise. Submissions are welcome which contribute to our understanding of partnerships and the cross-cultural issues. Research methods vary, and the journal is interested in the full diverse of qualitative (case and action research, etc) as well as quantitative survey studies and their recommendations. The APJBA seeks to become a forum for both established scholars and early career researchers in all aspects of management and business in the Asia-Pacific region. Emphasis is on rigour and relevance, on theory and practice, in a globalised scholarly environment.