IDEAS home Printed from https://ideas.repec.org/a/eee/jfpoli/v37y2012i1p102-113.html
   My bibliography  Save this article

Investments in tracking and tracing systems in the food industry: A PLS analysis

Author

Listed:
  • Heyder, Matthias
  • Theuvsen, Ludwig
  • Hollmann-Hespos, Thorsten

Abstract

Traceability and related concepts, such as trust and transparency have gained greatly in relevance in food supply chains. This study seeks to answer what exactly determines firms’ investments in traceability systems by developing and testing a theoretical framework using partial least squares methodology and empirical data from 234 companies of the German food industry.

Suggested Citation

  • Heyder, Matthias & Theuvsen, Ludwig & Hollmann-Hespos, Thorsten, 2012. "Investments in tracking and tracing systems in the food industry: A PLS analysis," Food Policy, Elsevier, vol. 37(1), pages 102-113.
  • Handle: RePEc:eee:jfpoli:v:37:y:2012:i:1:p:102-113
    DOI: 10.1016/j.foodpol.2011.11.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306919211001394
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.foodpol.2011.11.006?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Fritz, Melanie & Fischer, Christian, 2007. "The Role of Trust in European Food Chains: Theory and Empirical Findings," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 10(2), pages 1-24.
    2. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    3. Jill E. Hobbs & DeeVon Bailey & David L. Dickinson & Morteza Haghiri, 2005. "Traceability in the Canadian Red Meat Sector: Do Consumers Care?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 53(1), pages 47-65, March.
    4. repec:dau:papers:123456789/7520 is not listed on IDEAS
    5. Gary C. Moore & Izak Benbasat, 1991. "Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation," Information Systems Research, INFORMS, vol. 2(3), pages 192-222, September.
    6. Dickinson, David L. & Bailey, DeeVon, 2005. "Experimental Evidence on Willingness to Pay for Red Meat Traceability in the United States, Canada, the United Kingdom, and Japan," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 37(3), pages 1-12, December.
    7. Resende-Filho, Moises & Buhr, Brian, 2007. "Economics of traceability for mitigation of food recall costs," MPRA Paper 3650, University Library of Munich, Germany.
    8. Yoon, Eunsang & Guffey, Hugh J. & Kijewski, Valerie, 1993. "The effects of information and company reputation on intentions to buy a business service," Journal of Business Research, Elsevier, vol. 27(3), pages 215-228, July.
    9. Trautman, Dawn & Goddard, Ellen W. & Nilsson, Tomas K.H., 2008. "Traceability -- A Literature Review," Project Report Series 52090, University of Alberta, Department of Resource Economics and Environmental Sociology.
    10. Souza Monteiro, Diogo M. & Caswell, Julie A., 2004. "The Economics Of Implementing Traceability In Beef Supply Chains: Trends In Major Producing And Trading Countries," Working Paper Series 14521, University of Massachusetts, Amherst, Department of Resource Economics.
    11. David S Bullock & Marion Desquilbet, 2000. "The economics of non-GMO segregation and identity preservation," Working Papers hal-02319375, HAL.
    12. Lutz Hildebrandt & Dirk Temme, 2006. "Probleme der Validierung mit Strukturgleichungsmodellen," SFB 649 Discussion Papers SFB649DP2006-082, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    13. Buhr, Brian L., 2003. "Traceability And Information Technology In The Meat Supply Chain: Implications For Firm Organization And Market Structure," Journal of Food Distribution Research, Food Distribution Research Society, vol. 34(3), pages 1-14, November.
    14. Spriggs, John & Hobbs, Jill E. & Fearne, Andrew, 2000. "Beef Producer Attitudes To Coordination And Quality Assurance In Canada And The Uk," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 3(1), pages 1-15.
    15. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    16. Emmanuel Raynaud & Loïc Sauvée & Egizio Valceschini, 2009. "Aligning branding strategies and governance of vertical transactions in agri-food chains," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(5), pages 835-868, October.
    17. Holleran, Erin & Bredahl, Maury E. & Zaibet, Lokman, 1999. "Private incentives for adopting food safety and quality assurance," Food Policy, Elsevier, vol. 24(6), pages 669-683, December.
    18. Bullock, D. S. & Desquilbet, M., 2002. "The economics of non-GMO segregation and identity preservation," Food Policy, Elsevier, vol. 27(1), pages 81-99, February.
    19. Ubilava, David & Foster, Kenneth, 2009. "Quality certification vs. product traceability: Consumer preferences for informational attributes of pork in Georgia," Food Policy, Elsevier, vol. 34(3), pages 305-310, June.
    20. Michael E. Smith, 2009. "Psychological Foundations of Supply Chain Risk Management," International Series in Operations Research & Management Science, in: George A. Zsidisin & Bob Ritchie (ed.), Supply Chain Risk, chapter 14, pages 219-233, Springer.
    21. Marion Desquilbet & E. Nitsi, 2000. "The economics of non-GMO segregation and identity preservation," Post-Print hal-02283451, HAL.
    22. Henson, Spencer & Traill, Bruce, 1993. "The demand for food safety : Market imperfections and the role of government," Food Policy, Elsevier, vol. 18(2), pages 152-162, April.
    23. Banterle, Alessandro & Stranieri, Stefanella, 2008. "The consequences of voluntary traceability system for supply chain relationships. An application of transaction cost economics," Food Policy, Elsevier, vol. 33(6), pages 560-569, December.
    24. Goldsmith, Peter D., 2004. "Traceability And Identity Preservation Policy: Private Initiatives Vs. Public Intervention," 2004 Annual meeting, August 1-4, Denver, CO 20167, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    25. Zhang, Cheng & Dhaliwal, Jasbir, 2009. "An investigation of resource-based and institutional theoretic factors in technology adoption for operations and supply chain management," International Journal of Production Economics, Elsevier, vol. 120(1), pages 252-269, July.
    26. Golan, Elise H. & Krissoff, Barry & Kuchler, Fred & Calvin, Linda & Nelson, Kenneth E. & Price, Gregory K., 2004. "Traceability In The U.S. Food Supply: Economic Theory And Industry Studies," Agricultural Economic Reports 33939, United States Department of Agriculture, Economic Research Service.
    27. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    28. Tung Lai Lai, 2004. "Service Quality and Perceived Value's Impact on Satisfaction, Intention and Usage of Short Message Service (SMS)," Information Systems Frontiers, Springer, vol. 6(4), pages 353-368, December.
    29. Buhr, Brian L., 2003. "Traceability, Trade And Cool: Lessons From The Eu Meat And Poultry Industry," Working Papers 14577, International Agricultural Trade Research Consortium.
    30. Oliver Musshoff & Norbert Hirschauer, 2008. "Adoption of organic farming in Germany and Austria: an integrative dynamic investment perspective," Agricultural Economics, International Association of Agricultural Economists, vol. 39(1), pages 135-145, July.
    31. Schulze, Holger & Albersmeier, Friederike & Gawron, Jana-Christina & Spiller, Achim & Theuvsen, Ludwig, 2008. "Heterogeneity in the Evaluation of Quality Assurance Systems: The International Food Standard (IFS) in European Agribusiness," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 11(3), pages 1-41, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nuray Cakirli Akyüz & Ludwig Theuvsen, 2020. "The Impact of Behavioral Drivers on Adoption of Sustainable Agricultural Practices: The Case of Organic Farming in Turkey," Sustainability, MDPI, vol. 12(17), pages 1-20, August.
    2. Martino, Gaetano & Bavorovà, Miroslava, 2014. "An Analysis of Food Safety Private Investments Drivers in the Italian Meat Sector," 2014 International European Forum, February 17-21, 2014, Innsbruck-Igls, Austria 199366, International European Forum on System Dynamics and Innovation in Food Networks.
    3. Saak, Alexander E., 2016. "Traceability and reputation in supply chains," International Journal of Production Economics, Elsevier, vol. 177(C), pages 149-162.
    4. Otter, Verena & Prechtel, Bianca & Theuvsen, Ludwig, 2014. "Der Country-Of-Origin-Effekt In Der Wahrnehmung Deutscher Verbraucher Von Schokolade Aus Ecuadorianischem Kakao: Herkunftsangaben Als Differenzierungspotential Für Lebensmittel Aus Außereuropäischen L," GlobalFood Discussion Papers 168526, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    5. Tuba Pekkirbizli & Mohamad Isam Almadani & Ludwig Theuvsen, 2015. "Food safety and quality assurance systems in Turkish agribusiness: an empirical analysis of determinants of adoption," Economia agro-alimentare, FrancoAngeli Editore, vol. 17(3), pages 31-55.
    6. Rui Gao & Cheng Chen & Hang Wang & Chen Chen & Ziwei Yan & Huijie Han & Fangfang Chen & Yan Wu & Zhiao Wang & Yuxiu Zhou & Rumeng Si & Xiaoyi Lv, 2020. "Classification of multicategory edible fungi based on the infrared spectra of caps and stalks," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-14, August.
    7. Yan, Minhao & Ge, Houtian & Gomez, Miguel I., 2023. "Risk Management Strategy of Food Safety: The Case of the US Fresh Produce Supply Chain," 2023 Annual Meeting, July 23-25, Washington D.C. 335580, Agricultural and Applied Economics Association.
    8. Luhmann, Henrike & Schaper, Christian & Theuvsen, Ludwig, 2016. "Acceptance of a Sustainability Standard: Evidence from an Empirical Study of Future-Oriented Dairy Farmers," 2016 International European Forum (151st EAAE Seminar), February 15-19, 2016, Innsbruck-Igls, Austria 244538, International European Forum on System Dynamics and Innovation in Food Networks.
    9. Pozo, Veronica F. & Schroeder, Ted C., 2016. "Evaluating the costs of meat and poultry recalls to food firms using stock returns," Food Policy, Elsevier, vol. 59(C), pages 66-77.
    10. Shankar, Ravi & Gupta, Rachita & Pathak, Devendra Kumar, 2018. "Modeling critical success factors of traceability for food logistics system," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 119(C), pages 205-222.
    11. Joëlle Morana, 2016. "Barriers and dangers of traceability," Post-Print halshs-01599412, HAL.
    12. Zhou, Xiongyong & Zhu, Qinghua & Xu, Zhiduan, 2023. "The role of contractual and relational governance for the success of digital traceability: Evidence from Chinese food producers," International Journal of Production Economics, Elsevier, vol. 255(C).
    13. Busse, Maria & Siebert, Rosemarie, 2018. "Acceptance studies in the field of land use—A critical and systematic review to advance the conceptualization of acceptance and acceptability," Land Use Policy, Elsevier, vol. 76(C), pages 235-245.
    14. Weixia Xue & Zhiduan Xu, 2022. "The Impacts of Government Subsidies and Consumer Preferences on Food Supply Chain Traceability under Different Power Structures," Sustainability, MDPI, vol. 15(1), pages 1-20, December.
    15. Emmann, Carsten H. & Arens, Ludwig & Theuvsen, Ludwig, 2013. "Individual acceptance of the biogas innovation: A structural equation model," Energy Policy, Elsevier, vol. 62(C), pages 372-378.
    16. Gianluca Vagnani & Corrado Gatti & Luca Proietti, 2019. "A conceptual framework of the adoption of innovations in organizations: a meta-analytical review of the literature," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 23(4), pages 1023-1062, December.
    17. Zhi-Ping Fan & Xue-Yan Wu & Bing-Bing Cao, 2022. "Considering the traceability awareness of consumers: should the supply chain adopt the blockchain technology?," Annals of Operations Research, Springer, vol. 309(2), pages 837-860, February.
    18. Zarema Anvarovna, 2015. "Characteristics of the Integration Process in the Food Industry of the Republic of Kazakhstan," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 100-112.
    19. Jennifer Lazzeri & Nathalie Fabbe-Costes, 2014. "La Traçabilite Totale Des Supply Chains : Concept Et Modele Theorique De Mise En Oeuvre," Post-Print hal-03292077, HAL.
    20. Ammermüller, Britta & Greiling, Dorothea & Löwe, Jürgen & Schaefer, Christina & Theuvsen, Ludwig, 2012. "Nachhaltigkeit und Nachhaltigkeitsmanagement in öffentlichen Unternehmen," ZögU - Zeitschrift für öffentliche und gemeinwirtschaftliche Unternehmen, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 35(4), pages 386-400.
    21. Latino, Maria Elena & Menegoli, Marta & Lazoi, Mariangela & Corallo, Angelo, 2022. "Voluntary traceability in food supply chain: a framework leading its implementation in Agriculture 4.0," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    22. Yafen Tseng & Beyfen Lee & Chingi Chen & Wang He, 2022. "Understanding Agri-Food Traceability System User Intention in Respond to COVID-19 Pandemic: The Comparisons of Three Models," IJERPH, MDPI, vol. 19(3), pages 1-20, January.
    23. Francesco Caputo & Pierpaolo Magliocca & Rossella Canestrino & Erika Rescigno, 2023. "Rethinking the Role of Technology for Citizens’ Engagement and Sustainable Development in Smart Cities," Sustainability, MDPI, vol. 15(13), pages 1-19, July.
    24. Luhmann, Henrike & Schaper, Christian & Theuvsen, Ludwig, 2016. "Future-Oriented Dairy Farmers’ Willingness to Participate in a Sustainability Standard: Evidence from an Empirical Study in Germany," International Journal on Food System Dynamics, International Center for Management, Communication, and Research, vol. 7(3), pages 1-15, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Heyder, Matthias & Hollmann-Hespos, Thorsten & Theuvsen, Ludwig, 2010. "Agribusiness Firm Reactions to Regulations: The Case of Investments in Traceability Systems," International Journal on Food System Dynamics, International Center for Management, Communication, and Research, vol. 1(2), pages 1-10.
    2. Konduru, Srinivasa & Kalaitzandonakes, Nicholas G. & Magnier, Alexandre, 2009. "GMO Testing Strategies and Implications for Trade: A Game Theoretic Approach," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49594, Agricultural and Applied Economics Association.
    3. Harvey E. Lapan & Giancarlo Moschini, 2004. "Innovation and Trade with Endogenous Market Failure: The Case of Genetically Modified Products," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(3), pages 634-648.
    4. Souza Monteiro, Diogo M. & Caswell, Julie A., 2009. "Traceability adoption at the farm level: An empirical analysis of the Portuguese pear industry," Food Policy, Elsevier, vol. 34(1), pages 94-101, February.
    5. Wu, Linhai & Wang, Shuxian & Zhu, Dian & Hu, Wuyang & Wang, Hongsha, 2015. "Chinese consumers’ preferences and willingness to pay for traceable food quality and safety attributes: The case of pork," China Economic Review, Elsevier, vol. 35(C), pages 121-136.
    6. Souza Monteiro, Diogo M. & Caswell, Julie A., 2005. "The Economics of Traceability for Multi-Ingredient Products: A Network Approach," 2005 Annual meeting, July 24-27, Providence, RI 19143, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    7. Nuray Cakirli Akyüz & Ludwig Theuvsen, 2020. "The Impact of Behavioral Drivers on Adoption of Sustainable Agricultural Practices: The Case of Organic Farming in Turkey," Sustainability, MDPI, vol. 12(17), pages 1-20, August.
    8. Stranieri, Stefanella & Banterle, Alessandro, 2006. "Firms' strategies and voluntary traceability: an empirical analysis in Italian food chains," 98th Seminar, June 29-July 2, 2006, Chania, Crete, Greece 10091, European Association of Agricultural Economists.
    9. Baker, Andrew & Smyth, Stuart, 2010. "Managing Opportunism in Value-Added Supply Chains:," 14th ICABR Conference, June 16-18, 2010, Ravello, Italy 187979, International Consortium on Applied Bioeconomy Research (ICABR).
    10. Banterle, Alessandro & Stranieri, Stefanella, 2008. "The consequences of voluntary traceability system for supply chain relationships. An application of transaction cost economics," Food Policy, Elsevier, vol. 33(6), pages 560-569, December.
    11. Bulut, Harun & Lawrence, John D., 2007. "Meat Slaughter and Processing Plants’ Traceability Levels Evidence From Iowa," 2007 Conference, April 16-17, 2007, Chicago, Illinois 37576, NCCC-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    12. Sanjeev Verma, 2015. "Harnessing the Benefit of Social Networking Sites for Intentional Social Action: Determinants and Challenges," Vision, , vol. 19(2), pages 104-111, June.
    13. Queiroz, Maciel M. & Fosso Wamba, Samuel, 2019. "Blockchain adoption challenges in supply chain: An empirical investigation of the main drivers in India and the USA," International Journal of Information Management, Elsevier, vol. 46(C), pages 70-82.
    14. Sarv Devaraj & Ming Fan & Rajiv Kohli, 2002. "Antecedents of B2C Channel Satisfaction and Preference: Validating e-Commerce Metrics," Information Systems Research, INFORMS, vol. 13(3), pages 316-333, September.
    15. Gansser, Oliver Alexander & Reich, Christina Stefanie, 2021. "A new acceptance model for artificial intelligence with extensions to UTAUT2: An empirical study in three segments of application," Technology in Society, Elsevier, vol. 65(C).
    16. Troy G. Schmitz & Andrew Schmitz & Charles B. Moss, 2005. "The economic impact of StarLink corn," Agribusiness, John Wiley & Sons, Ltd., vol. 21(3), pages 391-407.
    17. Gawron, Jana-Christina & Theuvsen, Ludwig, 2007. "Costs of Processing Genetically Modified Organisms: Analysis of the Rapeseed and Corn Industries," 47th Annual Conference, Weihenstephan, Germany, September 26-28, 2007 7601, German Association of Agricultural Economists (GEWISOLA).
    18. Donmez, Birsen & Matson, Zannah & Savan, Beth & Farahani, Ellie & Photiadis, David & Dafoe, Joanna, 2014. "Interruption management and office norms: Technology adoption lessons from a product commercialization study," International Journal of Information Management, Elsevier, vol. 34(6), pages 741-750.
    19. Viswanath Venkatesh, 2000. "Determinants of Perceived Ease of Use: Integrating Control, Intrinsic Motivation, and Emotion into the Technology Acceptance Model," Information Systems Research, INFORMS, vol. 11(4), pages 342-365, December.
    20. Gao, Tao (Tony) & Rohm, Andrew J. & Sultan, Fareena & Pagani, Margherita, 2013. "Consumers un-tethered: A three-market empirical study of consumers' mobile marketing acceptance," Journal of Business Research, Elsevier, vol. 66(12), pages 2536-2544.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jfpoli:v:37:y:2012:i:1:p:102-113. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/foodpol .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.