تعداد نشریات | 30 |
تعداد شمارهها | 467 |
تعداد مقالات | 4,522 |
تعداد مشاهده مقاله | 7,145,311 |
تعداد دریافت فایل اصل مقاله | 5,334,975 |
تاثیر هوش تجاری بر کیفیت تصمیم گیری کارآفرینان با متغیر میانجی کیفیت اطلاعات، کیفیت داده و نوآوری | ||
پژوهشنامه مدیریت اجرایی | ||
دوره 14، شماره 28، اسفند 1401، صفحه 229-253 اصل مقاله (545.07 K) | ||
نوع مقاله: مدیریت کارآفرینی( مدیریت کسبوکار، فرایندهای کسبوکار، سیاستهای کارآفرینانه، کارآفرینی سازمانی، اکوسیستم کارآفرینی، فضای کسبوکار، مدلهای کسبوکار، چرخه حیات کسب و کارها، . . . ) | ||
شناسه دیجیتال (DOI): 10.22080/jem.2022.21670.3572 | ||
نویسنده | ||
مجید فانی* | ||
استادیار، گروه مدیریت، واحد بابل، دانشگاه آزاد اسلامی، بابل، ایران | ||
تاریخ دریافت: 09 خرداد 1400، تاریخ بازنگری: 19 مرداد 1400، تاریخ پذیرش: 19 مرداد 1400 | ||
چکیده | ||
مهمترین نیاز یک کارآفرین، داشتن اطلاعات دقیق برای اتخاذ تصمیم درست می باشد. هوش تجاری از طریق پشتیبانی از تصمیم گیری در تمامی سطوح سازمانی باعث بالابردن کارایی و اثربخشی سازمان شده و موجبات توسعۀ پایدار خواهد گشت. هدف پژوهش حاضر، بررسی تاثیر هوش تجاری بر کیفیت تصمیم گیری کارآفرینان با توجه به نقش متغیرهای میانجی کیفیت داده، کیفیت اطلاعات و نوآوری است. جامعه آماری در تحقیق حاضر شامل کارآفرینان فعال در اتاق بازرگانی استان مازندران می باشد. پرسشنامه بصورت تصادفی به تعداد 285 مورد جمع آوری گردید. برای بررسی تحلیل داده ها از مدل سازی معادلات ساختاری واریانس محور از نرم افزار Mplus استفاده شد. نتایج نشان می دهد که تاثیر مثبت و معناداری بین متغیرهای هوش تجاری، کیفیت اطلاعات، کیفیت داده و نوآوری بر کیفیت تصمیم گیری کارآفرینان وجود دارد. همچنین نتایج حاکی از آن است که متغیرهای کیفیت اطلاعات، کیفیت داده و نوآوری نقش میانجی جزیی بین دو متغیر هوش تجاری و کیفیت تصمیم گیری کارآفرینان دارند. در نتیجه مهمترین نیاز یک کارآفرین، داشتن اطلاعات دقیق برای اتخاذ تصمیمات درست می باشد و کارآفرینان به استفاده از ابزارهای اطلاعاتی مانند هوش تجاری، کیفیت اطلاعات، کیفیت داده و نوآوری می توانند تصمیمات درست را اتخاذ نمایند. | ||
کلیدواژهها | ||
هوش تجاری؛ کیفیت تصمیم گیری کارآفرینان؛ کیفیت اطلاعات؛ کیفیت داده؛ نوآوری | ||
موضوعات | ||
مدیریت استراتژیک؛ مدیریت کارآفرینی | ||
عنوان مقاله [English] | ||
The impact of business intelligence on the decision-making quality of entrepreneurs with the mediating variables of information quality, data quality and innovation | ||
نویسندگان [English] | ||
Majid Fani | ||
Assistant Professor, Department of business management, Babol Branch, Islamic Azad University, Babol, Iran | ||
چکیده [English] | ||
The most important need of an entrepreneur is to have accurate information to make the right decision. Business intelligence, through decision support at all levels of the organization, will increase the efficiency and effectiveness of the organization and lead to sustainable development. The purpose of this study is to investigate the effect of business intelligence on the quality of entrepreneurs' decisions with respect to the mediating variables of data quality, information quality and innovation. The statistical population in the present study includes Commerce Chamber active entrepreneurs of Mazandaran Province. The questionnaire was randomly collected from 285 items. To analyse the data, modelling of variance-based structural equations using Mplus software was used. The results show that there is a positive and significant effect between the variables of business intelligence, information quality, data quality and innovation on the quality of entrepreneurs' decisions. The results also indicate that the variables of information quality, data quality and innovation have a partially mediated role between the two variables of business intelligence and quality of entrepreneurs' decisions. As a result, the most important need of an entrepreneur is to have accurate information to make the right decisions, and entrepreneurs can make the right decisions by using information tools such as business intelligence, information quality, data quality and innovation. | ||
کلیدواژهها [English] | ||
Business intelligence, the decision-making quality of entrepreneurs, information quality, data quality, innovation | ||
مراجع | ||
Abd Rahman, M. S., Jamaludin, N. A. A., Zainol, Z., & Sembok, T. M. T. (2021, July). Machine Learning Algorithm Model for Improving Business Decisions Making in Upstream Oil & Gas. In 2021 International Congress of Advanced Technology and Engineering (ICOTEN) (pp. 1-5). IEEE. Abosuliman, S. S., Abdullah, S., & Qiyas, M. (2020). Three-way decisions making using covering based fractional Orthotriple fuzzy rough set model. Mathematics, 8(7), 1121. Abramek, E., & Sołtysik-Piorunkiewicz, A. (2021). Using the design thinking approach in the project decisions making. Journal of Decision Systems, 1-15. Aghaei, R., (2019). Investigating the Interactions between Business Intelligence, Customer Satisfaction and Loyalty and Brand Equity in Iran's Health and Cellulose Industry, Quarterly Journal of Technology Growth, 14(56), (In Persian) Alam, M. N., Masroor, I., & Nabi, M. N. U. (2020). Does entrepreneurs’ risk perception influence firm’s rapidity in foreign market entry through moderation of entrepreneurial decision-making approach?. Review of International Business and Strategy. Ali, S., Miah, S. J., & Khan, S. (2017). Analysis of interaction between business intelligence and SMEs: Learn from each other. JISTEM-Journal of Information Systems and Technology Management, 14, 151- 168. Alkhaldi, F. M., Hammami, S. M., Kasem, S., Rashed, A., & Alraja, M. N. (2017). Enterprise system as business intelligence and knowledge capabilities for enhancing applications and practices of IT governance. International Journal of Organizational and Collective Intelligence (IJOCI), 7(2), 63-77. Anand, J. V. (2020). A Methodology of Atmospheric Deterioration Forecasting and Evaluation through Data Mining and Business Intelligence. Journal of Ubiquitous Computing and Communication Technologies (UCCT), 2(02), 79-87. Arnott, D, Lizama, F & Song, Y (2017). Patterns of business intelligence systems use in organizations, Decision Support Systems, 97, 58- 68. Asgharizadeh, E., Bitaraf, A., & Naz Abadi, M. R. (2011). Service and warranty outsourcing model using multicriteria decision making method. Journal of executive management, 3(5), 13-28(in Persian). Assimakopoulos, N. A., Dimitriou, N. K., & Theocharopoulos, I. C. (2010). Business intelligence systems for virtual enterprises: A cybernetic approach. International Journal of Applied Systemic Studies, 3(4), 374- 388. Azar, A., Gholamzadeh, R., & Qanvati, M. (2013). Path-Structural Modeling in Management, Application of 249 دوره .14 شماره .28 پاییز و زمستان .1400 صفحات 229 تا .253 پژوهشنامه مدیریت اجرایی Journal of Executive Management مجید فانی. تاثیر هوش تجاری بر کیفیت تصمیم گیری کارآفرینان با تمرکز بر نقش میانجی کیفیت اطالعات، کیفیت داده و نوآوری SmartPLS Software, Negah Danesh Publications. (In Persian) Bao, H., Dong, H., Jia, J., Peng, Y., & Li, Q. (2020). Impacts of land expropriation on the entrepreneurial decision-making behavior of land-lost peasants: An agent-based simulation. Habitat International, 95, 102096. Barbieri, R., & Santos, D. F. L. (2020). Sustainable business models and eco-innovation: A life cycle assessment. Journal of Cleaner Production, 266, 121954. Barrera-Narváez, C. F., GonzálezSanabria, J. S., & CáceresCastellanos, G. (2020). Geographic information systems and business intelligence in decision making in the tourism. Revista científica, (38), 160-173. Camuffo, A., Cordova, A., Gambardella, A., & Spina, C. (2020). A scientific approach to entrepreneurial decision making: Evidence from a randomized control trial. Management Science, 66(2), 564- 586. Cantone, L., Testa, P., Hollensen, S., & Cantone, G. F. (2019). Outsourcing new product development fostered by disruptive technological innovation: A decision-making model. International Journal of Innovation Management, 23(01), 1950008. Caseiro, N., & Coelho, A. (2018), The influence of Business Intelligence capacity, network learning and innovativeness on startups performance, Journal of Innovation & Knowledge, Journal of Innovation & Knowledge, 4(3), 139-145. Caseiro, N., & Coelho, A. (2019). The influence of Business Intelligence capacity, network learning and innovativeness on startups performance. Journal of Innovation & Knowledge, 4(3), 139-145. Chen, H., Chiang, H. L., & Storey, C. (2011). Business intelligence and analytics: From big data to big Impact", MIS Quarterly, 36(4), 1165-1188. Chen, X., & Siau, K. (2020). Business analytics/business intelligence and IT infrastructure: impact on organizational agility. Journal of Organizational and End User Computing (JOEUC), 32(4), 138-161. 6 Chen, Y., & Lin, Z. (2021), Business Intelligence Capabilities and Firm Performance: A Study in China, International Journal of Information Management, 57,1-15. Chen, Y., & Lin, Z. (2021). Business intelligence capabilities and firm performance: A study in China. International Journal of Information Management, 57, 102232. Cheng, C., Zhong, H., & Cao, L. (2020). Facilitating speed of internationalization: The roles of business intelligence and organizational agility. Journal of Business Research, 110, 95-103. 7 Choi, J., Yoon, J., Chung, J., Coh, B., & Lee, J. (2020). Social media analytics and business intelligence research: A systematic review, Information Processing & Management, 57(6), November 2020, 102279. Crainer, S., & Dearlove, D. (2014). Innovation breakthrough thinking to take your business to the next 250 دوره .14 شماره .28 پاییز و زمستان .1400 صفحات 229 تا .253 پژوهشنامه مدیریت اجرایی Journal of Executive Management مجید فانی. تاثیر هوش تجاری بر کیفیت تصمیم گیری کارآفرینان با تمرکز بر نقش میانجی کیفیت اطالعات، کیفیت داده و نوآوری level, thinkers 50, McGraw-Hill Education. Dankiewicz, R., Ostrowska-Dankiewicz, A., & Bulut, C. (2020). The attitudes of entrepreneurs of the small and medium-sized enterprises sector in Poland to key business risks. Equilibrium. Quarterly Journal of Economics and Economic Policy, 15(3), 511-536. Du, R. Y., Netzer, O., Schweidel, D. A., & Mitra, D. (2021). Capturing marketing information to fuel growth. Journal of Marketing, 85(1), 163-183. Eidizadeh, R., Salehzadeh, R., & Chitsaz Esfahani, A. (2017). Analyzing the Role of Business Intelligence, Knowledge Sharing and Organizational Innovation on Gaining Competitive Advantage, Journal of Workplace Learning, 29 (4), 1- 39. Elbashir, M. Z., Sutton, S. G., Mahama, H., & Arnold, V. (2021). Unravelling the integrated information systems and management control paradox: enhancing dynamic capability through business intelligence. Accounting & Finance, 61, 1775-1814. Fani, M., Jalali, S. M., & Vahabzadeh, S. (2019). Sociological Impact of Using Digital (Web-based) Analyses on Performance Measurement and Optimization of Digital Marketing among Young Managers (Case study: Digital-based Companies in Tehran). Sociological Studies of Youth, 10(34), 39-62(in Persian). Few, S (2006). Information dashboard design. Italy: O'Reilly Media, Inc. Filderman, M. J., & Toste, J. R. (2018). Decisions, decisions, decisions: Using data to make instructional decisions for struggling readers. TEACHING Exceptional Children, 50(3), 130-140. Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error, Journal of Marketing Research, 18 (1), 39−50. Gaardboe, R., Nyvang, T., & Sandalgaard, N. (2017). Business intelligence success applied to healthcare information systems. Procedia computer science, 121, 483-490. Gaardboe, R., Nyvang, T., & Sandalgaard, N. (2017). Business intelligence success applied to healthcare information systems. Procedia computer science, 121, 483-490. Gupta, P., & Sagar, B. B. (2020). Decision Support System for Business Intelligence Using Data Mining Techniques: A Case Study. In Advances in Computational Intelligence (pp. 81-94). Springer, Singapore. Huzhang, G., Pang, Z. J., Gao, Y., Zhou, W. J., Da, Q., Zeng, A., & Yu, Y. (2020). Validation Set Evaluation can be Wrong: An Evaluator-Generator Approach for Maximizing Online Performance of Ranking in Ecommerce. arXiv e-prints, arXiv2003. L. Visinescu, (2013), the influence of business intelligence components on the quality of decision making, UNIVERSITY OF NORTH TEXAS. Lawshe, C. H. (1975). A quantitative approach to content validity1, Personnel psychology, 28(4), 563- 575. 251 دوره .14 شماره .28 پاییز و زمستان .1400 صفحات 229 تا .253 پژوهشنامه مدیریت اجرایی Journal of Executive Management مجید فانی. تاثیر هوش تجاری بر کیفیت تصمیم گیری کارآفرینان با تمرکز بر نقش میانجی کیفیت اطالعات، کیفیت داده و نوآوری Li, X., Zhu, S., Yüksel, S., Dinçer, H., & Ubay, G. G. (2020). Kano-based mapping of innovation strategies for renewable energy alternatives using hybrid interval type-2 fuzzy decision-making approach. Energy, 211, 118679. Limaj, E., & W.N. Bernroider, E. (2019). The roles of absorptive capacity and cultural balance for exploratory and exploitative innovation in SMEs, Journal of Business Research, 94, 137-153. Merendino, A., Dibb, S., Meadows, M., Quinn, L., Wilson, D., Simkin, L., & Canhoto, A. (2018). Big data, big decisions: The impact of big data on board level decision-making. Journal of Business Research, 93, 67-78. Mirabi, V., Kordloui, H., & Hashemi, A. (2011). Application of business intelligence in the banking industry in order to gain a competitive advantage. First National Conference on Organizational / Business Intelligence. (In Persian) Mosley, L. (2020). Constraints, opportunities, and information: financial market–government relations around the world. In Globalization and egalitarian redistribution (pp. 87-119). Princeton University Press. Nacarelli, V. (2020). Understanding the Role of Trust and TAM on the Managers’ Decision to Adopt Business Analytics and Its Impact on Their Decision-Making Satisfaction (Doctoral dissertation, Drexel University). Olszak, C. M. & Ziemba, E. (2007). Approach to building and implementing business intelligence systems, Interdisciplinary Journal of Information, Knowledge & Management, 2,135-148. Ott, T. E., & Eisenhardt, K. M. (2020). Decision weaving: Forming novel, complex strategy in entrepreneurial settings. Strategic Management Journal, 41(12), 2275- 2314. Palalic, R., Ramadani, V., Gilani, S. M., Gërguri-Rashiti, S., & Dana, L. P. (2020). Social media and consumer buying behavior decision: what entrepreneurs should know?. Management Decision. Passlick, J., Guhr, N., Lebek, B., & Breitner, M. H. (2020). Encouraging the use of self-service business intelligence–an examination of employee-related influencing factors. Journal of Decision Systems, 29(1), 1-26. Patrício, L., Teixeira, J. G., & Vink, J. (2019). A service design approach to healthcare innovation: from decision-making to sense-making and institutional change. AMS Review, 9(1), 115-120. Patton, J.R. (2003) . Intuition in decisions, Management Decision, 41 )10(, 989-996. Perillat, L., & Baigrie, B. S. (2021). COVID‐19 and the generation of novel scientific knowledge: Evidence‐ based decisions and data sharing. Journal of Evaluation in Clinical Practice, 27(3), 708-715. Popovič, A., Hackney, R., Simões Coelho, P., & Jaklič, J. (2012). Towards business intelligence systems success: Effects of maturity and 252 دوره .14 شماره .28 پاییز و زمستان .1400 صفحات 229 تا .253 پژوهشنامه مدیریت اجرایی Journal of Executive Management مجید فانی. تاثیر هوش تجاری بر کیفیت تصمیم گیری کارآفرینان با تمرکز بر نقش میانجی کیفیت اطالعات، کیفیت داده و نوآوری culture on analytical decision making, Decision Support Systems, 54, 729-739. Presthus, W., Ghinea, G. & Utvik, K.R. (2012). The More, the Merrier? The Interaction of Critical Success Factors in Business Intelligence Implementations. International Journal of Business Intelligence Research, 3(2), 34–48. Rahardja, U., & Harahap, E. P. (2019, July). Implementation of Information Planning and Strategies Industrial Technology 4.0 to Improve Business Intelligence Performance on Official Site APTISI. In Journal of Physics: Conference Series (Vol. 1179, No. 1, p. 012111). IOP Publishing. Shafiee, S., Zareian, H., Barakhas Qaramish, H. (2018). The Impact of Business Intelligence on Financial Performance through Innovation and Brand Success (Case Study: Private Sports Clubs in Rasht), Sports Management Studies, 41(9), 127-146 . (In Persian) Stone, M., Aravopoulou, E., Ekinci, Y., Evans, G., Hobbs, M., Labib, A., ... & Machtynger, L. (2020). Artificial intelligence (AI) in strategic marketing decision-making: a research agenda. The Bottom Line. Tari, G., & Porhelm, H. (2020). Structural Model of Factors Affecting Survival and Growth of Startups in Iran. Journal of Executive Management, 12(23), 315-341(in Persian). Teimouri, H., Mohammadrezaei, N., & Ghasemi, E. (2021). The relationship between managers' business intelligence and organizational entrepreneurship (Case Study: Selected Branches of Bank Melli in Isfahan). Journal of Innovation and Value Creation, 18(18), 57. Thanh, T. L., Mohiuddin, M., & Quang, H. N. (2021). Impact of uncertainty and start-up opportunities on technopreneurial start-up success in emerging countries. Transnational Corporations Review, 1-11. Thowfeek Ahamed, S., Haleem, A., & Sithy Safeena, M. G. (2020). Irrational managers and firm performance-a mediating role of financing decisions. Wang, X., Xiong, Y., & Zhao, W. (2020). Tobacco control challenges in China: Big data analysis of online tobacco marketing information. International journal of nursing sciences, 7, S52-S60. Wied, M., Oehmen, J., Welo, T., & Pikas, E. (2021). Wrong, but not failed? A study of unexpected events and project performance in 21 engineering projects. International Journal of Managing Projects in Business. Wieder, B., Ossimitz M-L. (2015), the impact of business intelligence on the quality of decision making- a mediation model, procedia computer science, 64, 1163-1171. Williams, S., & Williams, N. (2010). The profit impact of business intelligence. Morgan Kaufmann. Yang, Z., Nguyen, V-T., Ba Le, P. (2018), Knowledge sharing serves as a mediator between collaborative culture and innovation capability: an empirical research, Journal of Business & Industrial Marketing, 33)7(,958–969. 253 دوره .14 شماره .28 پاییز و زمستان .1400 صفحات 229 تا .253 پژوهشنامه مدیریت اجرایی Journal of Executive Management مجید فانی. تاثیر هوش تجاری بر کیفیت تصمیم گیری کارآفرینان با تمرکز بر نقش میانجی کیفیت اطالعات، کیفیت داده و نوآوری Yeoh, W. & Koronios, A. (2010). Critical success factors for Business Intelligence systems, Journal of Computer Information Systems, 50(3), 23-32. Yitshaki, R. (2021). Entrepreneurs' emotional intelligence as a factor explaining entrepreneurial psychological ownership and hightech start-up growth. Journal of Small Business and Enterprise Development. Zhou, Y., Hong, J., Zhu, K., Yang, Y., & Zhao, D. (2018). Dynamic capability matters: Uncovering its fundamental role in decision making of environmental innovation. Journal of Cleaner Production, 177, 516-526. | ||
آمار تعداد مشاهده مقاله: 540 تعداد دریافت فایل اصل مقاله: 536 |