IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i21p13769-d951634.html
   My bibliography  Save this article

Application of the DEA Method for Evaluation of Information Usefulness Efficiency on Websites

Author

Listed:
  • Michał Nowakowski

    (Institute of Management, Faculty of Economics, Finance and Management, University of Szczecin, Cukrowa 8, 71-004 Szczecin, Poland)

  • Dariusz Porębski

    (Department of Management Systems Design, Faculty of Business and Management, Wroclaw University of Economics and Business, Komandorska 118/120, 53-345 Wrocław, Poland)

Abstract

The article presents analysis and evaluation of information usefulness efficiency for recipients with secondary and higher education using the example of information and shopping websites. Different levels of quality and information usefulness efficiency have an impact on different ways of processing information by users which, in turn, may result in different consumer behavior and their decisions. The study describes the basic methodological assumptions, the research evaluation procedure of information usefulness efficiency, and the forms of informational content and various forms of information presentation and visualization, as well as the results of data analysis from the study conducted on a group of respondents. In order to determine the factors that have the greatest impact on the perception of information usefulness on websites by users, the data obtained from the study using various methods, such as online questionnaire, usability testing and heuristic analysis, were analyzed using the DEA method, which is usually used for the analysis and evaluation of efficiency. The results of the research presented in this article can be useful in creating assumptions for methods of content presentation and visualization of various forms of content building for the needs of different user groups for information and business websites.

Suggested Citation

  • Michał Nowakowski & Dariusz Porębski, 2022. "Application of the DEA Method for Evaluation of Information Usefulness Efficiency on Websites," Sustainability, MDPI, vol. 14(21), pages 1-18, October.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:21:p:13769-:d:951634
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/21/13769/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/21/13769/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Boussofiane, A. & Dyson, R. G. & Thanassoulis, E., 1991. "Applied data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 52(1), pages 1-15, May.
    2. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    3. Jun-Der Leu & Wen-Hsien Tsai & Mei-Niang Fan & Sophia Chuang, 2020. "Benchmarking Sustainable Manufacturing: A DEA-Based Method and Application," Energies, MDPI, vol. 13(22), pages 1-21, November.
    4. Michal Nowakowski, 2020. "Comparative Analysis of Information Usefulness Evaluation Methods on Business Internet Services," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 2), pages 292-306.
    5. Golany, B & Roll, Y, 1989. "An application procedure for DEA," Omega, Elsevier, vol. 17(3), pages 237-250.
    6. Michał Nowakowski, 2018. "Information Assimilation as a Decisive Factor About Website User’s Behaviors," Springer Proceedings in Business and Economics, in: Kesra Nermend & Małgorzata Łatuszyńska (ed.), Problems, Methods and Tools in Experimental and Behavioral Economics, chapter 0, pages 211-229, Springer.
    7. Katerina Fotova Čiković & Ivana Martinčević & Joško Lozić, 2022. "Application of Data Envelopment Analysis (DEA) in the Selection of Sustainable Suppliers: A Review and Bibliometric Analysis," Sustainability, MDPI, vol. 14(11), pages 1-30, May.
    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. Lingxin Min & Zhiyuan Yu, 2025. "Intergenerational Information-Sharing Behavior During the COVID-19 Pandemic in China: From Protective Action Decision Model Perspective," Sustainability, MDPI, vol. 17(16), pages 1-25, August.

    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. Alessandra Cepparulo & Gilles Mourre, 2020. "How and How Much? The Growth-Friendliness of Public Spending through the Lens," European Economy - Discussion Papers 132, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    2. Ti-An Chen, 2022. "Business Performance Evaluation for Tourism Factory: Using DEA Approach and Delphi Method," Sustainability, MDPI, vol. 14(15), pages 1-19, July.
    3. Halkos, George & Petrou, Kleoniki Natalia, 2018. "Assessment of national waste generation in EU Member States’ efficiency," MPRA Paper 84590, University Library of Munich, Germany.
    4. Claire Cui & Julie Harrison & Frederick Ng & Paul Rouse, 2025. "Data envelopment analysis and accounting measures," Annals of Operations Research, Springer, vol. 351(2), pages 1353-1376, August.
    5. Martic, Milan & Savic, Gordana, 2001. "An application of DEA for comparative analysis and ranking of regions in Serbia with regards to social-economic development," European Journal of Operational Research, Elsevier, vol. 132(2), pages 343-356, July.
    6. Halkos, George & Petrou, Kleoniki Natalia, 2019. "Treating undesirable outputs in DEA: A critical review," Economic Analysis and Policy, Elsevier, vol. 62(C), pages 97-104.
    7. Reuben Elan & Verma Bharat Bhushan & Bhat Ramesh, 2001. "Hospital Efficiency: An Empirical Analysis of District and Grant-in-Aid Hospitals in Gujarat," IIMA Working Papers WP2001-07-05, Indian Institute of Management Ahmedabad, Research and Publication Department.
    8. Wilson, Paul W., 2018. "Dimension reduction in nonparametric models of production," European Journal of Operational Research, Elsevier, vol. 267(1), pages 349-367.
    9. Vladimír Holý, 2022. "The impact of operating environment on efficiency of public libraries," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 30(1), pages 395-414, March.
    10. Sotirios Varelas & Georgios Tsoupros, 2024. "Key Performance Indicators and Data Envelopment Analysis in Greek Tourism: A Strategic Planning Tool for Destinations and DMMOs," Sustainability, MDPI, vol. 16(8), pages 1-12, April.
    11. Wagner, Janet M. & Shimshak, Daniel G., 2007. "Stepwise selection of variables in data envelopment analysis: Procedures and managerial perspectives," European Journal of Operational Research, Elsevier, vol. 180(1), pages 57-67, July.
    12. Sepehrdoust Hamid, 2010. "Efficiency Measurement of Housing Sector in Iran," Asian Journal of Law and Economics, De Gruyter, vol. 1(2), pages 1-21, December.
    13. Lee, Boon L. & Wilson, Clevo & Simshauser, Paul & Majiwa, Eucabeth, 2021. "Deregulation, efficiency and policy determination: An analysis of Australia's electricity distribution sector," Energy Economics, Elsevier, vol. 98(C).
    14. Mansour Abdullah Almiman, 2021. "Measuring the Efficiency of Public Hospitals in Saudi Arabia Using the Data Envelopment Analysis Approach," International Journal of Business and Management, Canadian Center of Science and Education, vol. 13(12), pages 111-111, July.
    15. Suhyeon Han & Shinyoung Park & Sejin An & Wonjun Choi & Mina Lee, 2023. "Research on Analyzing the Efficiency of R&D Projects for Climate Change Response Using DEA–Malmquist," Sustainability, MDPI, vol. 15(10), pages 1-23, May.
    16. Barros, Carlos Pestana, 2008. "Airports in Argentina: Technical efficiency in the context of an economic crisis," Journal of Air Transport Management, Elsevier, vol. 14(6), pages 315-319.
    17. Barros, Carlos Pestana & Peypoch, Nicolas, 2008. "Technical efficiency of thermoelectric power plants," Energy Economics, Elsevier, vol. 30(6), pages 3118-3127, November.
    18. Bender, Christian M. & Kalevi Dieke, Alex & Junk, Petra & Niederprüm, Antonia, 2014. "Produktive Effizienz von Postdienstleistern," WIK Discussion Papers 395, WIK Wissenschaftliches Institut für Infrastruktur und Kommunikationsdienste GmbH.
    19. Hamid Sepehrdoust & Adel Berjisian, 2011. "Economic Performance of Housing Sector in Iran," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 16(1), pages 13-27, winter.
    20. Carlos Pestana Barros & Maria Teresa Medeiros Garcia, 2006. "Performance Evaluation of Pension Funds Management Companies with Data Envelopment Analysis," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 9(2), pages 165-188, September.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    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:gam:jsusta:v:14:y:2022:i:21:p:13769-:d:951634. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.