بررسی نقش مدیریت ارتباط با مشتری در رابطه بین مدیریت دانش مشتری و توسعه محصول جدید (نمونه پژوهش: شرکتهای صنعتی فعال در بخش پلاستیک)

نوع مقاله : مطالعه موردی

نویسندگان

1 گروه مدیریت، دانشکده اقتصاد و علوم اجتماعی، دانشگاه شهید چمران اهواز، اهواز، ایران

2 گروه مدیریت، واحد ارومیه، دانشگاه آزاد اسلامی، ارومیه، ایران

چکیده

در این پژوهش تلاش شده است تا تاثیر مدیریت ارتباط با مشتری (CRM) در رابطه بین مدیریت دانش مشتری (CKM) و توسعه محصول جدید (NPD) بررسی شود. این پژوهش از نظر هدف کاربردی و از نظر ماهیت توصیفی-پیمایشی است. جامعه آماری پژوهش شرکت‌های فعال استان خوزستان و آذربایجان غربی می‌باشد که از بین آن‌ها 169 شرکت به عنوان نمونه انتخاب شده‌اند. ابزار جمع‌آوری داده‌ها پرسشنامه استاندارد بوده است. در پرسشنامه مورد استفاده ابعاد متغیر مدیریت دانش مشتری شامل دانش درباره مشتری، از مشتری، و برای مشتری به ترتیب بر اساس مقیاس‌های بوچنوسکا (2011)، موسی‌خانی، حقیقت و ترک زاده (2012)، و شامی‌زنجانی و نجف‌لو (2011) سنجیده شده است. ابعاد متغیر مدیریت ارتباط با مشتری نیز شامل اطلاعات، ارزش، و ارتباطات چندکاناله به ترتیب بر اساس مقیاس‌های کوهلی و جاورسکی (1990)، جارویس، و همکاران (2003)، و جیندال، و همکاران (2007) سنجیده شده است. همچنین متغیر محصول جدید بر اساس مقیاس کوپر و کلین‌اشمیت (1995) سنجیده شده است. جهت تجزیه و تحلیل اطلاعات از روش حداقل مربعات جزئی و نرم‌افزار SmartPLS استفاده شده است. بررسی پایایی داده‌ها با استفاده از آزمون ضریب آلفای کرونباخ و پایایی مرکب نشان داد که کمترین مقدار آلفای کرونباخ مربوط به متغیر دانش از مشتری با مقدار 775/0 و کمترین مقدار پایایی مرکب مربوط به متغیر دانش از مشتری با مقدار 843/0شده است و از این رو پایایی همه متغیرهای آزمون مورد تایید قرار گرفته شد. بررسی نتایج پژوهش نشان داد که ضریب مسیر CKM-CRM و CKM-NPD به ترتیب دارای مقادیر 833/0 و 612/0، ضریب مسیر CRM-NPD دارای مقدار 774/0، و اثر میانجی CRM بر رابطه CKM-NPD مقدار 648/0 شده است که همه موارد درسطح خطای 5 درصد معنی‌دار است. این یافته‌ها چندین پیامد مهم علمی و عملی دارند و از این رو پیشنهاد می‌شود شرکت‌ها اهمیت مدیریت ارتباط با مشتری را در فعال‌سازی استعداد مدیریت دانش و توسعه محصول جدید مورد توجه ویژه قرار دهند.

کلیدواژه‌ها

موضوعات


عنوان مقاله [English]

Investigating the role of customer relationship management on the relationship between customer knowledge management and new product development (case study: active industrial companies in the plastic sector)

نویسندگان [English]

  • ٍEdris Mahmoodi 1
  • Kamran Sarhangi 2
  • Mehrdad Mohammadzadeh alamdary 2
1 Management Department, Faculty of Economic and Social Sciences,,Shahid Chamran University of Ahvaz, Ahvaz, Iran
2 Department of Management, Urmia Branch, Islamic Azad University, Urmia, Iran
چکیده [English]

The present study investigates the impact of customer relationship management (CRM) as mediating variable on the relationship between customer knowledge management (CKM) and new product development (NPD). The research is applied in terms of purpose and descriptive-survey in nature. The statistical population of the research is the active companies of Khuzestan and West Azarbaijan province, among which 169 companies were selected as a sample based on Morgan Table, which sampling has been available. The data collection tool was a standard questionnaire which has taken of literature. The dimensions of customer knowledge management variable, including knowledge about the customer, from the customer, and for the customer, respectively, have been measured based on the scales of Buchnoska (2011), Moosakhani, Haghighi, and Torkzadeh (2012), and Shami Zanjani and Najafloo (2011). The dimensions of customer relationship management variable including information, value, and multi-channel communication have been measured according to the scales of Kohli and Jaworski (1990), Jarvis, et al. (2003), and Jindal, et al. (2007). Also, New Product Development variable has been measured based on the scale of Cooper and Kleinschmidt (1995). To analyze the data, partial least squares method and SmartPLS software were used. Data reliability examination using Cronbach's alpha coefficient and composite reliability test showed that the lowest value of Cronbach's alpha is related to the variable of customer knowledge with a value of 0.775 and the lowest value of composite reliability is related to the variable of customer knowledge with a value of 0.843. Therefore, the reliability of all variables was confirmed. The results showed that the path coefficient of CKM-CRM and CKM-NPD has been 0.833 and 0.612, respectively, the path coefficient of CRM-NPD has been 0.774, and the mediating effect of CRM on the CKM-NPD relationship has been 0.648. So all cases are significant at the 5% error level. These findings have several important scientific and practical implications, and therefore it is suggested that companies pay special attention to the importance of customer relationship management in activating knowledge management talent and new product development.

کلیدواژه‌ها [English]

  • Customer Knowledge
  • Customer Knowledge Management
  • Customer Relationship Management
  • New Product Development

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Ahmad, H., & Halim, H. (2017). Determining sample size for research activities. Selangor Business Review, 2(1): 20-34.‏
Ayre, C., & Scally, A. J. (2014). Critical values for Lawshe’s content validity ratio: revisiting the original methods of calculation. Measurement and evaluation in counseling and development, 47(1), 79-86.‏
Baker, M. J., & Hart, S. J. (2007). Product strategy and management: Pearson Education.
Bashokouh M., & Ghasemi hamedani, I. (2023). Investigating the Effect of Knowledge Management on the Performance and loyalty of Employees with the Moderating Role of Innovation (Case Study: Employees of Tabriz Petrochemical Company), Scientific Journal of Organizational Knowledge Management, 5(19), 75-109. magiran.com/p2537345 [In Persian]
Belbaly, N., Benbya, H., & Meissonier, R. (2007). An empirical investigation of the customer Knowledge creation impact on NPD Performance. Paper presented at the 2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07).
Bidgoli, S. D., Owlia, M. S., Isaai, M., & Abooie, M. H. (2020). Designing a Model for the Impact of Customer Knowledge on the Corporation Performance using the ‎Grounded Theory Approach. New Marketing Research Journal, 10(2), 63-84. doi: 10.22108/nmrj.2020.119377.1894 [In Persian]
Bose, R., & Sugumaran, V. (2003). Application of knowledge management technology in customer relationship management. Knowledge and Process Management, 10(1), 3-17.
Buchnowska, D. (2011). Customer knowledge management models: Assessment and proposal. Paper presented at the Research in Systems Analysis and Design: Models and Methods: 4th SIGSAND/PLAIS EuroSymposium 2011, Gdańsk, Poland, September 29, 2011, Revised Selected Papers 4.
Buttle, F. (2004). Customer relationship management. Concepts and tools. Oxford: Elsevier Butterworth-Heinemann.
Campbell, A. J. (2003). Creating customer knowledge competence: managing customer relationship management programs strategically. Industrial marketing management, 32(5), 375-383.
Chari, S., Tarkiainen, A., & Salojärvi, H. (2016). Alternative pathways to utilizing customer knowledge: A fuzzy-set qualitative comparative analysis. Journal of business research, 69(11), 5494-5499.
Cooper, R. G., & Kleinschmidt, E. J. (1995). Benchmarking the firm's critical success factors in new product development. Journal of Product Innovation Management: An International Publication of the Product Development & Management Association, 12(5), 374-391.
Cova, B., & Cova, V. (2009). Les figures du nouveau consommateur : une genèse de la gouvernementalité du consommateur. Recherche et Applications En, 24(3).
Crawford, C. M., Di Benedetto, C. A., Crawford, C. M., & Di Benedetto, C. A. (2006). New products management: McGraw-Hill/Irwin New York, NY.
Davenport, T. H., Harris, J. G., & Kohli, A. K. (2001). How do they know their customers so well? MIT Sloan Management Review, 42(2), 63.
Day, G. S. (2000). Capabilities for forging customer relationships: Marketing Science Institute Cambridge, MA.
Eisenhardt, K. M., & Galunic, D. C. (2000). Coevolving at last, a way to make synergies work. Harvard business review, 78(1), 91-91.
Ernst, H., Hoyer, W. D., Krafft, M., & Krieger, K. (2011). Customer relationship management and company performance—the mediating role of new product performance. Journal of the Academy of Marketing Science, 39, 290-306.
Galbreath, J., & Rogers, T. (1999). Customer relationship leadership: a leadership and motivation model for the twenty‐first century business. The TQM magazine, 11(3), 161-171.
García-Murillo, M., & Annabi, H. (2002). Customer knowledge management. Journal of the Operational Research society, 53, 875-884.
Garrido-Moreno, A., Lockett, N., & García-Morales, V. (2014). Paving the way for CRM success: The mediating role of knowledge management and organizational commitment. Information & management, 51(8), 1031-1042.
Gholamy Avati, R., & Ebrahimiyan Jelodar, S. Y. (2013). The Study of Customer Knowledge Management Effec on Customer Relation Management. Journal of Police Organizational Development, 9(4), 65-82. magiran.com/p1136736. [In Persian]
Gibbert, M., Leibold, M., & Probst, G. (2002). Five styles of customer knowledge management, and how smart companies use them to create value. European Management Journal, 20(5), 459-469.
Gilbert, G. E., & Prion, S. (2016). Making sense of methods and measurement: Lawshe's content validity index. Clinical Simulation in Nursing, 12(12), 530-531.‏
Gil-Gomez, H., Guerola-Navarro, V., Oltra-Badenes, R., & Lozano-Quilis, J. A. (2020). Customer relationship management: digital transformation and sustainable business model innovation. Economic research-Ekonomska istraživanja, 33(1), 2733-2750.
Goyal, S., Ahuja, M., & Kankanhalli, A. (2020). Does the source of external knowledge matter? Examining the role of customer co-creation and partner sourcing in knowledge creation and innovation. Information & management, 57(6), 103325.
Guerola-Navarro, V., Gil-Gomez, H., Oltra-Badenes, R., & Sendra-García, J. (2021). Customer relationship management and its impact on innovation: A literature review. Journal of Business Research, 129, 83-87.‏
Guerola-Navarro, V., Gil-Gomez, H., Oltra-Badenes, R., & Soto-Acosta, P. (2022). Customer relationship management and its impact on entrepreneurial marketing: A literature review. International Entrepreneurship and Management Journal, 1-41.
Guerola-Navarro, V., Oltra-Badenes, R., Gil-Gomez, H., & Gil-Gomez, J. A. (2020). Customer relationship management (CRM): a bibliometric analysis. International Journal of Services Operations and Informatics, 10(3), 242-268.‏
Heydari, S., TaheriKia, F., & Imankhan, N. (2021). Designing and Validating a Model for Integrating Customer Knowledge Management and Customer Relationship Management with a Competitive Advantage Approach in the Iranian Banking Industry. Strategic Management Researches, 27(80), 143-181. [In Persian]
Hosseini, S. M. K., & Aali, S. (2022). Explaining customer engagement to createing value in the banking industry of Iran based on perceived value. Journal of Financial Economics (Financial Economics and Development), 16(58), 153-171. SID. https://sid.ir/paper/956980/en. [In Persian]
Jarvis, C. B., MacKenzie, S. B., & Podsakoff, P. M. (2003). A critical review of construct indicators and measurement model misspecification in marketing and consumer research. Journal of consumer research, 30(2), 199-218.
Jiang, X., & Li, Y. (2009). An empirical investigation of knowledge management and innovative performance: The case of alliances. Research policy, 38(2), 358-368.
Jindal, R. P., Reinartz, W., Krafft, M., & Hoyer, W. D. (2007). Determinants of the variety of routes to market. International Journal of Research in Marketing, 24(1), 17-29.
Johansson, A. E., Raddats, C., & Witell, L. (2019). The role of customer knowledge development for incremental and radical service innovation in servitized manufacturers. Journal of business research, 98, 328-338.
Joshi, A. W., & Sharma, S. (2004). Customer knowledge development: antecedents and impact on new product performance. Journal of Marketing, 68(4), 47-59.
Khodakarami, F., & Chan, Y. E. (2014). Exploring the role of customer relationship management (CRM) systems in customer knowledge creation. Information & management, 51(1), 27-42.
Kohlbacher, F. (2008). Knowledge-based New Product Development: fostering innovation through knowledge co-creation. International Journal of Technology Intelligence and Planning, 4(3), 326-346.
Kohli, A. K., & Jaworski, B. J. (1990). Market orientation: The construct, research propositions, and managerial implications. Journal of Marketing, 54(2), 1-18.
Krejcie, R. V., & Morgan, D. W. (1970). Determining sample size for research activities. Educational and psychological measurement, 30(3), 607-610.‏
Lacasse, Y., Godbout, C., & Series, F. (2002). Independent validation of the sleep apnoea quality of life index. Thorax, 57(6), 483-488.‏
Lakshmi, U., & Selvam, J. (2020). Literature Review on Customer Knowledge Management (CKM).
Lawshe, C. H. (1975). A quantitative approach to content validity. Personnel psychology, 28(4), 563-575.‏
Leclercq, T., Poncin, I., & Hammedi, W. (2017). The engagement process during value co-creation: Gamification in new product-development platforms. International Journal of Electronic Commerce, 21(4), 454-488.
Li, T., & Calantone, R. J. (1998). The impact of market knowledge competence on new product advantage: conceptualization and empirical examination. Journal of Marketing, 62(4), 13-29.
Liao, S.-h., Chen, Y.-J., & Deng, M.-y. (2010). Mining customer knowledge for tourism new product development and customer relationship management. Expert Systems with Applications, 37(6), 4212-4223.
Lu, Y., Singh, P. V., & Sun, B. (2017). Is a core–periphery network good for knowledge sharing? A structural model of endogenous network formation on a crowdsourced customer support forum. MIS quarterly, 41(2), 607-628.
Mahr, D., Lievens, A., & Blazevic, V. (2014). The value of customer cocreated knowledge during the innovation process. Journal of Product Innovation Management, 31(3), 599-615.
Mild, A., & Taudes, A. (2007). An agent-based investigation into the new product development capability. Computational and Mathematical Organization Theory, 13, 315-331.
Mohammadi Moghadam, Y., Shabani, A., Mansouri Mohammad Abadi, S., & Mohammadi, K. (2017). The Study of Knowledge Management Capability Effect on New Product Development Process. Journal of Industrial Technology Development, 16(31), 23-32. Sid. Https://Sid.Ir/Paper/212906/En. [In Persian]
Moosakhani, M., Haghighi, M., & Torkzadeh, S. (2012). A model of gaining customer loyalty through Customer Knowledge Management in banking industry of Iran (Private Banks). Journal of Business Management, 4(2), 147-164. doi:10.22059/jibm.2012.29188. [In Persian]
Mosafer Bahri, M., Chirani, E., Delafrooz, N., & Shabgoo Monsef, M. (2022). Designing a Model of Customers' Knowledge Co-creation in the Insurance Industry. Scientific Journal of Organizational Knowledge Management, 5(2), 111-141 [In Persian].
Mostaghel S, al-Bunaimi I., Naami A., & Asayesh F. (2022). Explain the Role of Customer Knowledge Interaction in Consumers' Purchase Intention with Information Behavior Approach. Human Information Interaction, 9(1), 60-72. URL: http://hii.khu.ac.ir/article-1-3019-fa.html. [In Persian]
Nazari-Shirkouhi, S., Keramati, A., & Rezaie, K. (2015). Investigating the Effects of Customer Relationship Management and Supplier Relationship Management on New Product Development. Tehnicki vjesnik/Technical Gazette, 22(1), 191-200. DOI:10.17559/TV-20140623130536
Nguyen, B., Chen, J., Foroudi, P., Yu, X., Chen, C.-H. S., & Yen, D. A. (2022). Impact of CRM strategy on relationship commitment and new product development: Mediating effects of learning from failure. Journal of Strategic Marketing, 30(5), 443-480.
Oltra-Badenes, R., Gil-Gomez, H., Guerola-Navarro, V., & Vicedo, P. (2019). Is it possible to manage the product recovery processes in an ERP? Analysis of functional needs. Sustainability, 11(16), 4380.
Ourzik, V. Y. (2022). Customer knowledge management: a systematic literature review and agenda for future research. In European Conference on Knowledge Management, 23(2): 1384-1394.
Payne, A., Frow, P., & Eggert, A. (2017). The customer value proposition: evolution, development, and application in marketing. Journal of the Academy of Marketing Science, 45, 467-489.
Polit, D.F., Beck, C.T. & Owen, S.V. (2007) Is the CVI an Acceptable Indicator of Content Validity? Appraisal and Recommendations. Research in Nursing & Health, 30, 459-467. http://dx.doi.org/10.1002/nur.20199
Rahimi, H., & lotfi, H. (2023). Investigating the Effect of Knowledge Management on the Performance and loyalty of Employees with the Moderating Role of Innovation (Case Study: Employees of Tabriz Petrochemical Company), Scientific Journal of Organizational Knowledge Management, 5(19), 111-144. magiran.com/p2537346. [In Persian]
Rezaei, E., Paydar, M. M., & Safaei, A. S. (2020). Customer relationship management and new product development in designing a robust supply chain. RAIRO-Operations Research, 54(2), 369-391.
Salojärvi, H., Sainio, L. M., & Tarkiainen, A. (2010). Organizational factors enhancing customer knowledge utilization in the management of key account relationships. Industrial marketing management, 39(8), 1395–1402. doi:https://doi.org/10.1016/j.indmarman.2010.04.005
Shafee, S., Khademi, R., & Hariri, A. (2021). The Customer Knowledge Management and Its Impact on Service Quality and Customer Satisfaction (A Periodical Study in the Mellat Bank of Kermanshah Province). Scientific Journal of Organizational Knowledge Management, 4(13), 187-219. SID. https://sid.ir/paper/961203/en. [In Persian]
Shami Zanjani, M., & Najafloo, F. (2011). Presenting a Conceptual Framework for Identifying the Typology of Customer Knowledge: A Case Study. Journal of Information Technology Management, 3(9), 163-189.
Sharifi, M., Sanayei, A., & Ansari, A. (2022). Impact of Customer Knowledge Management on Organizational Value Creation in B2C E-commerce. Journal of Business Management, 14(2), 254-275. doi:10.22059/jibm.2021.326258.4155. [In Persian]
Shayeste, A., Jalilian, H., & Shafaghat, A. (2017). The Impact Analysis of Customer Knowledge Management (CKM) on the Critical Success Factors (CSFs) and New Product Development Performance in Field of Industrial Technology. Innovation Management Journal, 6(1), 135-164.
Smith, H. A., & McKeen, J. D. (2005). Developments in practice XVIII-customer knowledge management: Adding value for our customers. Communications of the Association for Information Systems, 16(1), 36.
Sofianti, T., Suryadi, K., Govindaraju, R., & Prihartono, B. (2010). Customer knowledge co-creation process in new product development. Paper presented at the Proceedings of the World Congress on Engineering.
Stuart-Menteth, H., Wilson, H., & Baker, S. (2006). Escaping the channel silo researching the new consumer. International Journal of Market Research, 48(4), 415–438.
Taghipour, H. (2021). Providing an Appropriate Model of Human Capital According to the Components of Knowledge Management in Improving the Performance of the Staff of Imam Khomeini University in Nowshahr. Journal of Teaching in Marine Science, 8(25), 42-54. SID. https://sid.ir/paper/952050/en. [In Persian]
Tang, Y., & Marinova, D. (2020). When less is more: the downside of customer knowledge sharing in new product development teams. Journal of the Academy of Marketing Science, 48, 288-307.
Vakili M. M., & Jahangiri N. (2018). Content Validity and Reliability of the Measurement Tools in Educational, Behavioral, and Health Sciences Research. Journal of Medical Education Development, 10(28), 106-118. URL: http://zums.ac.ir/edujournal/article-1-961-fa.html. [In Persian]
Vicedo, P., Gil-Gomez, H., Oltra-Badenes, R., & Guerola-Navarro, V. (2020). A bibliometric overview of how critical success factors influence on enterprise resource planning implementations. Journal of Intelligent & Fuzzy Systems, 38(5), 5475–5487. https://doi.org/10.3233/JIFS-179639.
Woodruff, R. B. (1997). Customer Value: The Next Source of Competitive Advantage. Journal of the Academy of Marketing Science, 25, 139-153. doi:http://dx.doi.org/10.1007/BF02894350
Yaghoubi, M., Amiri Fini, S. H., & Rahmati-Najarkolaei, F. (2022). The Relationship between Customer Knowledge Management (CKM) on Customer Relationship Management (CRM) Tasks in a Military Hospital. Journal of Military Medicine, 18(4), 308-315. [In Persian]