The impact of forecasting on operational performance: Mediation effects through flexibility enablers

Operations Management Research - Tập 3 - Trang 129-137 - 2010
Matteo Kalchschmidt1, Yvan Nieto2, Gerald Reiner2
1Department of Economics and Technology Management, Università degli Studi di Bergamo, Dalmine, Italy
2Institut de l’Entreprise, Université de Neuchâtel, Neuchâtel, Switzerland

Tóm tắt

Literature has devoted increasing attention to the problem of supply and demand management in uncertain contexts. Only limited contributions, however, can be found regarding the interaction between forecasting and flexibility enablers to manage demand as well as regarding the flexibility enablers’ effect on company performance. We will discuss the impacts of flexibility and forecasting on dynamic interactions. The aim of this work is to study the mediation effect of forecasting through flexibility enablers on company performance, i.e., customer satisfaction and cost efficiency. Our results provide evidence that the relationship between forecasting and customer satisfaction is mainly due to process flow management, while the relationship with cost efficiency is mainly due to layout.

Tài liệu tham khảo

Armstrong JS (1983) Relative accuracy of judgmental and extrapolative methods in forecasting annual earnings. J Forecast 2:437–447 Armstrong JS (1984) Forecasting by extrapolation: conclusions from 25 years of research. Interfaces 4(6):52–66 Bartezzaghi E, Verganti R, Zotteri G (1999) A simulation framework for forecasting uncertain lumpy demand. Int J Prod Econ 59:499–510 Chase C (1999) Sales forecasting at the dawn of the new millennium? J Bus Forecast Methods Syst 18(3):2–5 Dalrymple DJ (1987) Sales forecasting practices: results of a United States survey. Int J Forecast 3:379–392 Danese P, Kalchschmidt M (2008) The impact of forecasting on performances: is accuracy the only matter?. Proc 15th Work Semin Prod Econ, Innsbruck, pp 153–166 Das A (2001) Towards theory building in manufacturing flexibility. Int J Prod Res 39:4153–4177 Davis DF, Mentzer JT (2007) Organizational factors in sales forecasting management. Int J Forecast 23:475–495 Ebert RJ, Lee TS (1995) Production loss functions and subjective assessments of fore-cast errors: untapped sources for effective master production scheduling. Int J Prod Res 33:137–159 Enns ST (2002) MRP performance effects due to forecast bias and demand uncertainty. Eur J Oper Res 138:87–102 Fisher M, Raman A (1996) Reducing the cost of demand uncertainty through accurate response to early sales. Oper Res 44:87–99 Gefen D, Straub D, Boudreau M (2000) Structural equation modeling and regression: guidelines for research practice. Commun Assoc Inf Syst 4(7):1–76 Goddard WE (1989) Let’s scrap forecasting. Mod Mater Hand 39 Hallgren M, Olhager J (2009) Flexibility configurations: empirical analysis of volume and product mix flexibility. Omega 37:746–756 Hopp WJ, Spearman ML (2007) Factory physics, 3rd edn. Irwin/McGraw-Hill, New York Hu L, Bentler PM (1999) Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Modeling 6:1–55 Jack EP, Raturi A (2002) Sources of volume flexibility and their impact on performance. J Oper Manag 20:519–548 Jammernegg W, Reiner G (2007) Performance management of supply chain processes by coordinated inventory and capacity management. Int J Prod Econ 108:183–190 Kalchschmidt M, Zotteri G (2007) Forecasting practices: empirical evidence and a framework for research. Int J Prod Econ 108:84–99 Kalchschmidt M, Zotteri G, Verganti R (2003) Inventory management in a multi-echelon spare parts supply chain. Int J Prod Econ 81–82:165–181 Kara S, Kayis B (2004) Manufacturing flexibility and variability: an overview. J Manuf Technol Manag 15:466–478 Kerkkänen A, Korpela J, Huiskonen J (2009) Demand forecasting errors in industrial context: measurement and impacts. Int J Prod Econ 18:43–48 Koste LL, Malhotra MK (1999) A theoretical framework for analyzing the dimensions of manufacturing flexibility. J Oper Manag 18:75–93 Little TD, Card NA, Bovaird JA, Preacher KJ, Crandall CS (2007) Structural equation modeling of mediation and moderation with contextual factors. In: Little TD, Bovaird JA, Card NA (eds) Modeling contextual effects in longitudinal studies. Routledge, New York Mahmoud E, Rice G, Malhotra N (1988) Emerging issues in sales forecasting and decision support systems. J Acad Mark Sci 16:47–61 Mentzer JT, Bienstock C (1998) Sales forecasting management. Sage Publ, London More D, Subash Babu A (2008) Perspectives, practices and future of supply chain flexibility. Int J Bus Excell 1:302–336 Nunnally JC (1994) Psychometric theory. McGraw-Hill, New York Podsakoff PM, MacKenzie SB, Lee JY, Podsakoff NP (2003) Common method biases in behavioral research: a critical review of the literature and recommended remedies. J Appl Psychol 88:879–903 Reichhart A, Holweg M (2007) Creating the customer-responsive supply chain: a reconciliation of concepts. Int J Oper Prod Manage 27:1144–1172 Reiner G, Fichtinger J (2009) Demand forecasting for supply processes in consideration of pricing and market information. Int J Prod Econ 118:55–62 Reiner G, Trcka M (2004) Customized supply chain design. Int J Prod Econ 89:217–229 Ritzman LP, King BE (1993) The relative significance of forecast errors in multistage manufacturing. J Oper Manag 11:51–65 Sanders NR, Manrodt KB (1994) Forecasting practices in US corporations: survey results. Interfaces 24(2):92–100 Slack N (1987) The flexibility of manufacturing systems. Int J Oper Prod Manage 7:35–45 Slack N, Lewis M (2002) Operations strategy, 1st edn. Pearson Educ, Harlow Stevenson M, Spring M (2007) Flexibility from a supply chain perspective: definition and review. Int J Oper Prod Manage 27:685–713 Suarez F, Cusumano M, Fine C (1996) An empirical study of manufacturing flexibility in printed board assembly. Oper Res 44:223–240 Tachizawa E, Thomsen C (2007) Drivers and sources of supply flexibility: an exploratory study. Int J Oper Prod Manage 27:1115–1136 Upton DM (1994) The management of manufacturing flexibility. Calif Manage Rev 36:72–89 Upton DM (1995) What really makes factories flexible? Harvard Bus Rev 73(4):74–84 Vokurka RJ, O’Leary-Kelly S (2000) A review of empirical research on manufacturing flexibility. J Oper Manag 18:485–501 Vollman TE, Berry WL, Whybark DC (1992) Manufacturing planning and control systems, 3rd edn. Richard D Irwin Corp, Homewood Wacker JG, Sprague LG (1998) Forecasting accuracy: comparing relative effectiveness of practices between seven developed countries. J Oper Manag 16:271–290 Zhang Q, Vonderembse MA, Lim JS (2002) Value chain flexibility: a dichotomy of competence and capability. Int J Prod Res 40:561–583 Zotteri G, Kalchschmidt M (2007) Forecasting practices: empirical evidence and a framework for research. Int J Prod Econ 108:84–99