IDEAS home Printed from https://ideas.repec.org/a/spr/elcore/v16y2016i3d10.1007_s10660-015-9204-5.html
   My bibliography  Save this article

Mobile commerce and device specific perceived risk

Author

Listed:
  • Brian P. Cozzarin

    (University of Waterloo)

  • Stanko Dimitrov

    (University of Waterloo)

Abstract

This study examines the role of perceived risk and access device type on consumers’ on-line purchase decisions. We use a two-step hurdle approach to estimate consumer behavior. In the first step, the decision of whether to engage in eCommerce is estimated and in the second step, how many orders to place is estimated. We use a large multi-year survey sample of households from Canada’s national statistical agency—Statistics Canada. The sample size is such that we are able to conduct sub-sample analysis of PC-only users, mobile-only users, and other-users. We show that online security and price significantly influence mobile eCommerce. We also show that there is a statistically significant difference in the intensity of eCommerce engagement across device type and consumer risk type (high/low). One of our main findings is that perceived risk affects purchase decisions for mobile users more than PC users, however additional comparisons are carried out with our analysis.

Suggested Citation

  • Brian P. Cozzarin & Stanko Dimitrov, 2016. "Mobile commerce and device specific perceived risk," Electronic Commerce Research, Springer, vol. 16(3), pages 335-354, September.
  • Handle: RePEc:spr:elcore:v:16:y:2016:i:3:d:10.1007_s10660-015-9204-5
    DOI: 10.1007/s10660-015-9204-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10660-015-9204-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10660-015-9204-5?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Ani L. Katchova & Mario J. Miranda, 2004. "Two-Step Econometric Estimation of Farm Characteristics Affecting Marketing Contract Decisions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(1), pages 88-102.
    2. Mullahy, John, 1986. "Specification and testing of some modified count data models," Journal of Econometrics, Elsevier, vol. 33(3), pages 341-365, December.
    3. Ani L. Katchova & Mario J. Miranda, 2004. "Two-Step Econometric Estimation of Farm Characteristics Affecting Marketing Contract Decisions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(1), pages 88-102.
    4. Garbarino, Ellen & Strahilevitz, Michal, 2004. "Gender differences in the perceived risk of buying online and the effects of receiving a site recommendation," Journal of Business Research, Elsevier, vol. 57(7), pages 768-775, July.
    5. Forsythe, Sandra M. & Shi, Bo, 2003. "Consumer patronage and risk perceptions in Internet shopping," Journal of Business Research, Elsevier, vol. 56(11), pages 867-875, November.
    6. Kim Huat Goh & Jesse C. Bockstedt, 2013. "The Framing Effects of Multipart Pricing on Consumer Purchasing Behavior of Customized Information Good Bundles," Information Systems Research, INFORMS, vol. 24(2), pages 334-351, June.
    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. Martin P. Fritze & Andreas B. Eisingerich & Martin Benkenstein, 2019. "Digital transformation and possession attachment: examining the endowment effect for consumers’ relationships with hedonic and utilitarian digital service technologies," Electronic Commerce Research, Springer, vol. 19(2), pages 311-337, June.
    2. Shaw, Norman & Sergueeva, Ksenia, 2019. "The non-monetary benefits of mobile commerce: Extending UTAUT2 with perceived value," International Journal of Information Management, Elsevier, vol. 45(C), pages 44-55.
    3. Benjamin Barann & Jan H. Betzing & Marco Niemann & Benedikt Hoffmeister & Jörg Becker, 2022. "Exploring customers’ likeliness to use e-service touchpoints in brick and mortar retail," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(2), pages 523-545, June.
    4. Xiaoyu Li & Jiahong Yuan & Yan Shi & Tianteng Wang & Xiangpei Hu & Felix Tung Sun Chan & Junhu Ruan, 2020. "An extended Bass Model on consumer quantity of B2C commerce platforms," Electronic Commerce Research, Springer, vol. 20(3), pages 609-628, September.
    5. Talwar, Shalini & Dhir, Amandeep & Khalil, Ashraf & Mohan, Geetha & Islam, A.K.M. Najmul, 2020. "Point of adoption and beyond. Initial trust and mobile-payment continuation intention," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    6. Chi, Ting, 2018. "Understanding Chinese consumer adoption of apparel mobile commerce: An extended TAM approach," Journal of Retailing and Consumer Services, Elsevier, vol. 44(C), pages 274-284.
    7. Nadeem, Waqar & Ashraf, Abdul Rehman & Shahid, Shadma, 2025. "What drives metaverse retail environments (non)usage? A behavioral reasoning theory perspective," Technological Forecasting and Social Change, Elsevier, vol. 212(C).
    8. Pham, Thi Song Hanh & Ahammad, Mohammad Faisal, 2017. "Antecedents and consequences of online customer satisfaction: A holistic process perspective," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 332-342.
    9. Sohn, Stefanie & Groß, Michael, 2020. "Understanding the inhibitors to consumer mobile purchasing intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    10. Younghoon Chang & Siew Fan Wong & Christian Fernando Libaque-Saenz & Hwansoo Lee, 2019. "e-Commerce Sustainability: The Case of Pinduoduo in China," Sustainability, MDPI, vol. 11(15), pages 1-23, July.
    11. Sabina Lissitsa & Ofrit Kol, 2021. "Four generational cohorts and hedonic m-shopping: association between personality traits and purchase intention," Electronic Commerce Research, Springer, vol. 21(2), pages 545-570, June.

    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. Harrington, Donna Ramirez, 2012. "Two-stage adoption of different types of pollution prevention (P2) activities," Resource and Energy Economics, Elsevier, vol. 34(3), pages 349-373.
    2. Katchova, Ani L., 2010. "Agricultural Contracts and Alternative Marketing Options: A Matching Analysis," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 42(2), pages 1-16, May.
    3. Rosillo-Díaz, Elena & Muñoz-Rosas, Juan Francisco & Blanco-Encomienda, Francisco Javier, 2024. "Impact of heuristic–systematic cues on the purchase intention of the electronic commerce consumer through the perception of product quality," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
    4. Evan J. Miller-Tait & Sandeep Mohapatra & M. K. (Marty) Luckert & Brent M. Swallow, 2019. "Processing technologies for undervalued grains in rural India: on target to help the poor?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(1), pages 151-166, February.
    5. Christophe Bezes, 2011. "Types de risques perçus et réducteurs de risques dans le commerce électronique : le cas du site Fnac.com," Post-Print hal-02086726, HAL.
    6. repec:osf:socarx:jnexr_v1 is not listed on IDEAS
    7. Jordaan, Henry & Grove, Bennie, 2007. "Factors Affecting Maize Producers Adoption of Forward Pricing in Price Risk Management: The Case of Vaalharts," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 46(4), pages 1-18, December.
    8. Aymeric Ricome & Arnaud Reynaud, 2022. "Marketing contract choices in agriculture: The role of price expectation and price risk management," Agricultural Economics, International Association of Agricultural Economists, vol. 53(1), pages 170-186, January.
    9. Granoszewski, Karol & Spiller, Achim, 2013. "Langfristige Rohstoffsicherung in der Supply Chain Biogas: Status Quo und Potenziale vertraglicher Zusammenarbeit," Department of Agricultural and Rural Development (DARE) Discussion Papers 260820, Georg-August-Universitaet Goettingen, Department of Agricultural Economics and Rural Development (DARE).
    10. Kuzmanic, Danilo & Valenzuela, Juan Pablo & Claro, Susana & Canales, Andrea & Cerda, Daniela & Undurraga, Eduardo A., 2023. "Socioeconomic disparities in the reopening of schools during the pandemic in Chile," International Journal of Educational Development, Elsevier, vol. 100(C).
    11. Jordaan, Henry & Grove, Bennie, 2008. "Factors affecting the use of forward pricing methods in price risk management with special reference to the influence of risk aversion," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 47(01), pages 1-14, March.
    12. Faqih, Khaled M.S., 2016. "An empirical analysis of factors predicting the behavioral intention to adopt Internet shopping technology among non-shoppers in a developing country context: Does gender matter?," Journal of Retailing and Consumer Services, Elsevier, vol. 30(C), pages 140-164.
    13. Todd H. Kuethe & Mitch Morehart, 2012. "The profit impacts of risk management tool adoption," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 72(1), pages 104-116, May.
    14. Patricea Elena BERTEA, 2015. "From Fearful To Trustful – How Perceived Risk Dimensions In E-Commerce Differentiate Between Consumers," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 15, pages 45-54, June.
    15. I. Kiyingi & A. Edriss & M. Phiri & M. Buyinza & H. Agaba, 2016. "Adoption of On-Farm Plantation Forestry by Smallholder Farmers in Uganda," Journal of Sustainable Development, Canadian Center of Science and Education, vol. 9(2), pages 153-153, January.
    16. Rebecca N. L. Kiwanuka & Charles Machethe, 2016. "Determinants of Smallholder Farmers’ Participation in Zambian Dairy Sector’s Interlocked Contractual Arrangements," Journal of Sustainable Development, Canadian Center of Science and Education, vol. 9(2), pages 230-230, January.
    17. Alrawad, Mahmaod & Lutfi, Abdalwali & Alyatama, Sundus & Al Khattab, Adel & Alsoboa, Sliman S. & Almaiah, Mohammed Amin & Ramadan, Mujtaba Hashim & Arafa, Hussin Mostafa & Ahmed, Nazar Ali & Alsyouf, , 2023. "Assessing customers perception of online shopping risks: A structural equation modeling–based multigroup analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    18. Li, Xiaokang & Guo, Hongdong & Li, Lin, 2016. "Contract Farming in China: Perspectives of Smallholders in Vegetable Production," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235573, Agricultural and Applied Economics Association.
    19. Viet Hoang & Vinh Nguyen, 2023. "Determinants of small farmers' participation in contract farming in developing countries: A study in Vietnam," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 836-853, July.
    20. van Niekerk, H.N. & Taljaard, P.R. & Grové, B. & de Waal, H.O., 2013. "PR - Factors Affecting Small Livestock Predation In The Western Cape Province Of South Africa," 19th Congress, Warsaw, Poland, 2013 345687, International Farm Management Association.
    21. Valentinov, Vladislav & Imami, Drini & Xhoxhi, Orjon, 2024. "Contract farming in transitional economies: A stakeholder theory perspective," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(4), pages 633-649.

    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:spr:elcore:v:16:y:2016:i:3:d:10.1007_s10660-015-9204-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.