IDEAS home Printed from https://ideas.repec.org/p/ris/fcnwpa/2010_005.html
   My bibliography  Save this paper

Behavioral Effects in Individual Decisions of Network Formation: Complexity Reduces Payoff Orientation and Social Preferences

Author

Listed:
  • Harmsen - van Hout, Marjolein J.W.

    (E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN))

  • Dellaert, Benedict G.C.

    (Department of Business Economics / Marketing Section, Erasmus School of Economics, Erasmus University Rotterdam)

  • Herings, P. Jean-Jacques

    (Department of Economics, School of Business and Economics, Maastricht University)

Abstract

Network formation constitutes an important part of many social and economic processes, but relatively little is known about how individuals make their linking decisions in networks. This article provides an experimental investigation of behavioral effects in individual decisions of network formation. Our findings demonstrate that the inherent complexity of the network setting makes individuals’ choices systematically less payoff-guided and also strongly reduces their social orientation. Furthermore, we show that specific network complexity features aggravate the former effect. These behavioral effects have important implications for researchers and managers working in areas that involve network formation.

Suggested Citation

  • Harmsen - van Hout, Marjolein J.W. & Dellaert, Benedict G.C. & Herings, P. Jean-Jacques, 2010. "Behavioral Effects in Individual Decisions of Network Formation: Complexity Reduces Payoff Orientation and Social Preferences," FCN Working Papers 5/2010, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  • Handle: RePEc:ris:fcnwpa:2010_005
    as

    Download full text from publisher

    File URL: http://www.fcn.eonerc.rwth-aachen.de/global/show_document.asp?id=aaaaaaaaaagvvcw
    File Function: Full text
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Falk Armin & Kosfeld Michael, 2012. "It's all about Connections: Evidence on Network Formation," Review of Network Economics, De Gruyter, vol. 11(3), pages 1-36, September.
    2. Charness, Gary & Jackson, Matthew O., 2007. "Group play in games and the role of consent in network formation," Journal of Economic Theory, Elsevier, vol. 136(1), pages 417-445, September.
    3. Broniarczyk, Susan M. & Alba, Joseph W., 1994. "Theory versus Data in Prediction and Correlation Tasks," Organizational Behavior and Human Decision Processes, Elsevier, vol. 57(1), pages 117-139, January.
    4. Corbae, Dean & Duffy, John, 2008. "Experiments with network formation," Games and Economic Behavior, Elsevier, vol. 64(1), pages 81-120, September.
    5. Martin Brown & Armin Falk & Ernst Fehr, 2004. "Relational Contracts and the Nature of Market Interactions," Econometrica, Econometric Society, vol. 72(3), pages 747-780, May.
    6. John Duffy & Dean Corbae, 2006. "Experiments with Network Formation," Working Paper 292, Department of Economics, University of Pittsburgh, revised Aug 2007.
    7. Siegfried Berninghaus & Karl-Martin Ehrhart & Marion Ott, 2006. "A network experiment in continuous time: The influence of link costs," Experimental Economics, Springer;Economic Science Association, vol. 9(3), pages 237-251, September.
    8. Jackson, Matthew O. & van den Nouweland, Anne, 2005. "Strongly stable networks," Games and Economic Behavior, Elsevier, vol. 51(2), pages 420-444, May.
    9. Goeree, Jacob K. & Riedl, Arno & Ule, Aljaz, 2009. "In search of stars: Network formation among heterogeneous agents," Games and Economic Behavior, Elsevier, vol. 67(2), pages 445-466, November.
    10. Swait, Joffre & Adamowicz, Wiktor, 2001. "The Influence of Task Complexity on Consumer Choice: A Latent Class Model of Decision Strategy Switching," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 28(1), pages 135-148, June.
    11. Jackson, Matthew O. & Wolinsky, Asher, 1996. "A Strategic Model of Social and Economic Networks," Journal of Economic Theory, Elsevier, vol. 71(1), pages 44-74, October.
    12. McKelvey Richard D. & Palfrey Thomas R., 1995. "Quantal Response Equilibria for Normal Form Games," Games and Economic Behavior, Elsevier, vol. 10(1), pages 6-38, July.
    13. Eric J. Johnson & John W. Payne, 1985. "Effort and Accuracy in Choice," Management Science, INFORMS, vol. 31(4), pages 395-414, April.
    14. Swait, Joffre & Adamowicz, Wiktor, 2001. "Choice Environment, Market Complexity, and Consumer Behavior: A Theoretical and Empirical Approach for Incorporating Decision Complexity into Models of Consumer Choice," Organizational Behavior and Human Decision Processes, Elsevier, vol. 86(2), pages 141-167, November.
    15. Daniel McFadden, 2001. "Economic Choices," American Economic Review, American Economic Association, vol. 91(3), pages 351-378, June.
    16. Kirchsteiger, Georg & Niederle, Muriel & Potters, Jan, 2005. "Endogenizing market institutions: An experimental approach," European Economic Review, Elsevier, vol. 49(7), pages 1827-1853, October.
    17. Venkatesh Bala & Sanjeev Goyal, 2000. "A Noncooperative Model of Network Formation," Econometrica, Econometric Society, vol. 68(5), pages 1181-1230, September.
    18. Cary Deck & Cathleen Johnson, 2004. "Link bidding in laboratory networks," Review of Economic Design, Springer;Society for Economic Design, vol. 8(4), pages 359-372, April.
    19. Michael L. Katz & Carl Shapiro, 1994. "Systems Competition and Network Effects," Journal of Economic Perspectives, American Economic Association, vol. 8(2), pages 93-115, Spring.
    20. Gary Charness & Guillaume R. Frechette & John H. Kagel, 2004. "How Robust is Laboratory Gift Exchange?," Experimental Economics, Springer;Economic Science Association, vol. 7(2), pages 189-205, June.
    21. Linda Court Salisbury & Fred M. Feinberg, 2010. "Alleviating the Constant Stochastic Variance Assumption in Decision Research: Theory, Measurement, and Experimental Test," Marketing Science, INFORMS, vol. 29(1), pages 1-17, 01-02.
    22. Esther Hauk & Rosemarie Nagel, 2000. "Choice of partners in multiple two-person prisoner's dilemma games: An experimental study," Economics Working Papers 487, Department of Economics and Business, Universitat Pompeu Fabra.
    23. Shane Frederick & George Loewenstein & Ted O'Donoghue, 2002. "Time Discounting and Time Preference: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 351-401, June.
    24. Hannon, Bruce, 1994. "Sense of place: geographic discounting by people, animals and plants," Ecological Economics, Elsevier, vol. 10(2), pages 157-174, July.
    25. Bonner, Sarah E., 1994. "A model of the effects of audit task complexity," Accounting, Organizations and Society, Elsevier, vol. 19(3), pages 213-234, April.
    26. Daniel Kahneman, 2003. "Maps of Bounded Rationality: Psychology for Behavioral Economics," American Economic Review, American Economic Association, vol. 93(5), pages 1449-1475, December.
    27. Simon, Herbert A, 1979. "Rational Decision Making in Business Organizations," American Economic Review, American Economic Association, vol. 69(4), pages 493-513, September.
    28. Colin Camerer, 1998. "Bounded Rationality in Individual Decision Making," Experimental Economics, Springer;Economic Science Association, vol. 1(2), pages 163-183, September.
    29. Charles Perrings & Bruce Hannon, 2001. "An Introduction to Spatial Discounting," Journal of Regional Science, Wiley Blackwell, vol. 41(1), pages 23-38, February.
    30. Callander, Steven & Plott, Charles R., 2005. "Principles of network development and evolution: an experimental study," Journal of Public Economics, Elsevier, vol. 89(8), pages 1469-1495, August.
    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. Dergiades, Theologos & Madlener, Reinhard & Christofidou, Georgia, 2018. "The nexus between natural gas spot and futures prices at NYMEX: Do weather shocks and non-linear causality in low frequencies matter?," The Journal of Economic Asymmetries, Elsevier, vol. 18(C), pages 1-1.
    2. Bellmann, Enno & Lang, Joachim & Madlener, Reinhard, 2010. "Cost Evaluation of Credit Risk Securitization in the Electricity Industry: Credit Default Acceptance vs. Margining Costs," FCN Working Papers 13/2010, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised May 2011.
    3. Elsner, Wolfram & Schwardt, Henning, 2012. "Trust and Arena Size. Expectations, Trust, and Institutions Co-Evolving, and Their Critical Population and Group Sizes," MPRA Paper 40393, University Library of Munich, Germany.
    4. Harmsen - van Hout, Marjolein J.W. & Herings, P. Jean-Jacques & Dellaert, Benedict G.C., 2013. "Communication network formation with link specificity and value transferability," European Journal of Operational Research, Elsevier, vol. 229(1), pages 199-211.
    5. Melchior, Tobias & Madlener, Reinhard, 2012. "Economic evaluation of IGCC plants with hot gas cleaning," Applied Energy, Elsevier, vol. 97(C), pages 170-184.
    6. Achtnicht, Martin, 2010. "Do environmental benefits matter? A choice experiment among house owners in Germany," ZEW Discussion Papers 10-094, ZEW - Leibniz Centre for European Economic Research.
    7. Bernstein, Ronald & Madlener, Reinhard, 2011. "Responsiveness of Residential Electricity Demand in OECD Countries: A Panel Cointegation and Causality Analysis," FCN Working Papers 8/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    8. Sorda, Giovanni & Sunak, Yasin & Madlener, Reinhard, 2011. "A Spatial MAS Simulation to Evaluate the Promotion of Electricity from Agricultural Biogas Plants in Germany," FCN Working Papers 1/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised Oct 2012.
    9. Michelsen, Carl Christian & Madlener, Reinhard, 2011. "Homeowners' Preferences for Adopting Residential Heating Systems: A Discrete Choice Analysis for Germany," FCN Working Papers 9/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    10. Gampert, Markus & Madlener, Reinhard, 2011. "Pan-European management of electricity portfolios: Risks and opportunities of contract bundling," Energy Policy, Elsevier, vol. 39(5), pages 2855-2865, May.
    11. Lohwasser, Richard & Madlener, Reinhard, 2013. "Relating R&D and investment policies to CCS market diffusion through two-factor learning," Energy Policy, Elsevier, vol. 52(C), pages 439-452.
    12. Rohlfs, Wilko & Madlener, Reinhard, 2013. "Challenges in the Evaluation of Ultra-Long-Lived Projects: Risk Premia for Projects with Eternal Returns or Costs," FCN Working Papers 13/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    13. Harmsen - van Hout, Marjolein & Ghosh, Gaurav & Madlener, Reinhard, 2013. "The Impact of Green Framing on Consumers’ Valuations of Energy-Saving Measures," FCN Working Papers 7/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    14. Ernst, Christian-Simon & Hackbarth, André & Madlener, Reinhard & Lunz, Benedikt & Sauer, Dirk Uwe & Eckstein, Lutz, 2010. "Battery Sizing for Serial Plug-in Hybrid Vehicles: A Model-Based Economic Analysis for Germany," FCN Working Papers 14/2010, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised Jun 2011.
    15. Rohlfs, Wilko & Madlener, Reinhard, 2011. "Multi-Commodity Real Options Analysis of Power Plant Investments: Discounting Endogenous Risk Structures," FCN Working Papers 22/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    16. Harmsen - van Hout, Marjolein & Ghosh, Gaurav & Madlener, Reinhard, 2013. "An Evaluation of Attribute Anchoring Bias in a Choice Experimental Setting," FCN Working Papers 6/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    17. Kraas, Birk & Schroedter-Homscheidt, Marion & Pulvermüller, Benedikt & Madlener, Reinhard, 2011. "Economic Assessment of a Concentrating Solar Power Forecasting System for Participation in the Spanish Electricity Market," FCN Working Papers 12/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    18. Rohlfs, Wilko & Madlener, Reinhard, 2010. "Cost Effectiveness of Carbon Capture-Ready Coal Power Plants with Delayed Retrofit," FCN Working Papers 8/2010, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised Dec 2010.
    19. Elsner, Wolfram & Heinrich, Torsten, 2009. "A simple theory of 'meso'. On the co-evolution of institutions and platform size--With an application to varieties of capitalism and 'medium-sized' countries," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(5), pages 843-858, October.

    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. Harmsen - van Hout, Marjolein J.W. & Dellaert, Benedict G.C. & Herings, P. Jean-Jacques, 2016. "Heuristic decision making in network linking," European Journal of Operational Research, Elsevier, vol. 251(1), pages 158-170.
    2. Corbae, Dean & Duffy, John, 2008. "Experiments with network formation," Games and Economic Behavior, Elsevier, vol. 64(1), pages 81-120, September.
    3. Carrillo, Juan D. & Gaduh, Arya, 2021. "Dynamics and stability of social and economic networks: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1144-1176.
    4. Falk Armin & Kosfeld Michael, 2012. "It's all about Connections: Evidence on Network Formation," Review of Network Economics, De Gruyter, vol. 11(3), pages 1-36, September.
    5. Gary Charness & Francesco Feri & Miguel A. Meléndez‐Jiménez & Matthias Sutter, 2014. "Experimental Games on Networks: Underpinnings of Behavior and Equilibrium Selection," Econometrica, Econometric Society, vol. 82(5), pages 1615-1670, September.
    6. Rong, Rong & Houser, Daniel, 2015. "Growing stars: A laboratory analysis of network formation," Journal of Economic Behavior & Organization, Elsevier, vol. 117(C), pages 380-394.
    7. Takács, Károly, 2010. "Hálózati kísérletek [Network experiments]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(11), pages 958-979.
    8. Mariya Teteryatnikova & James Tremewan, 2015. "Stability in Network Formation Games with Streams of Payoffs: An Experimental Study," Vienna Economics Papers 1508, University of Vienna, Department of Economics.
    9. Mariya Teteryatnikova & James Tremewan, 2020. "Myopic and farsighted stability in network formation games: an experimental study," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 69(4), pages 987-1021, June.
    10. Carrillo, Juan & Gaduh, Arya, 2012. "The Strategic Formation of Networks: Experimental Evidence," CEPR Discussion Papers 8757, C.E.P.R. Discussion Papers.
    11. Doğan, Gönül & van Assen, Marcel & Potters, Jan, 2013. "The effect of link costs on simple buyer–seller networks," Games and Economic Behavior, Elsevier, vol. 77(1), pages 229-246.
    12. Mariya Teteryatnikova & James Tremewan, 2015. "Stability in Network Formation Games with Streams of Payoffs: An Experimental Study," Vienna Economics Papers vie1508, University of Vienna, Department of Economics.
    13. Kirchsteiger, Georg & Mantovani, Marco & Mauleon, Ana & Vannetelbosch, Vincent, 2016. "Limited farsightedness in network formation," Journal of Economic Behavior & Organization, Elsevier, vol. 128(C), pages 97-120.
    14. Michael Caldara & Michael McBride, 2014. "An Experimental Study of Network Formation with Limited Observation," Working Papers 141501, University of California-Irvine, Department of Economics.
    15. Jackson, Matthew O. & Zenou, Yves, 2015. "Games on Networks," Handbook of Game Theory with Economic Applications,, Elsevier.
    16. Boris van Leeuwen & Theo Offerman & Arthur Schram, 2020. "Competition for Status Creates Superstars: an Experiment on Public Good Provision and Network Formation," Journal of the European Economic Association, European Economic Association, vol. 18(2), pages 666-707.
    17. Alexander Elbittar & Rodrigo Harrison & Roberto Muñoz, 2014. "Network Structure In A Link Formation Game: An Experimental Study," Economic Inquiry, Western Economic Association International, vol. 52(4), pages 1341-1363, October.
    18. Tomohiro Hayashida & Ichiro Nishizaki & Rika Kambara, 2014. "Simulation Analysis for Network Formulation," Computational Economics, Springer;Society for Computational Economics, vol. 43(3), pages 371-394, March.
    19. Huck, Steffen & Lünser, Gabriele K. & Tyran, Jean-Robert, 2012. "Competition fosters trust," Games and Economic Behavior, Elsevier, vol. 76(1), pages 195-209.
    20. Deng, Liuchun & Sun, Yufeng, 2017. "Criminal network formation and optimal detection policy: The role of cascade of detection," Journal of Economic Behavior & Organization, Elsevier, vol. 141(C), pages 43-63.

    More about this item

    Keywords

    network formation; individual decision making; behavioral effects; network complexity; payoff orientation; social preferences; choice experiments; mixed logit;
    All these keywords.

    JEL classification:

    • A14 - General Economics and Teaching - - General Economics - - - Sociology of Economics
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:ris:fcnwpa:2010_005. 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: Hendrik Schmitz (email available below). General contact details of provider: https://edirc.repec.org/data/fceonde.html .

    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.