Abstract
In this paper we propose a conceptual framework to identify the key dimensions affecting behavioral intention to bank umbilical cord blood in Iran. We examine the impact of awareness, reference group, usability, disease history, and price on perceived risk and behavioral intention to use umbilical cord blood banking service. To evaluate the proposed model of umbilical cord blood banking behavioral intention and to test our hypotheses, we apply field exploratory research. We use a five-point Likert scale to form a questionnaire to collect the data. The model is estimated with a sample of 242 Royan cord blood bank customers in Tehran. We use Pearson correlation and structural equation modeling to analyze the structural relationships between research variables, perceived risk, and behavioral intention. This research gives novelty on the determinants of behavioral intention in private umbilical cord blood banking, which adds value to literature and future managerial practices. Results show that usability is the primary determinant in cord blood banking.
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References
Aaker, D.: Managing Brand Equity, pp. 19–32. Free Press, New York (1991)
Armson, B.A., Allan, D.S., Casper, R.F.: Umbilical cord blood: counseling, collection, and banking. J. Obstet. Gynaecol. Can. 37(9), 832–844 (2015)
Barkhordari, A., Malmir, B., Malakoutikhah, M.: An analysis of individual and social factors affecting occupational accidents. Saf. Health Work 10(2), 205–212 (2019)
Bauer, R.A.: Consumer behavior as risk taking. In: Hancock, R.S. (ed.) Dynamic Marketing for a Changing World, pp. 389–398. American Marketing Association, Chicago (1960)
Bearden, W.O., Etzel, M.J.: Reference group influence on product and brand purchase decisions. J. Consum. Res. 9, 183–194 (1982)
Bettman, J.R.: Perceived risk and its components: a model and empirical test. J. Mark. Res. 10, 184–190 (1973)
Bhandari, R., Lindly, A., Bhatla, D., Babic, A., Mueckle, K., Rao, R., Brooks, P., et al.: Awareness of cord blood collection and the impact on banking. Pediatr. Blood Cancer 64(7), e26412 (2017)
Bosch, V., Wildner, R.: Optimum allocation of stratified random samples designed for multiple mean estimates and multiple observed variables. Commun. Stat. Theory Methods 32(10), 1897–1909 (2003)
Brand, A., Rebulla, P., Engelfriet, C.P., Reesink, H.W., Beguin, Y., Baudoux, E., Kögler, G., Ebrahimi, M., Grazzini, G., Costa, A.N., Bosi, A., Sacchi, N., Lombardini, L., Pupella, S., Lecchi, L., Garcidueñas, E.D., van Beckhoven, J.M., de Wit, H.J., Fibbe, W.E., Zhiburt, E.B., Bart, T., Beksaç, M., Navarrete, C., Regan, F.: Cord blood banking. Vox Sang. 95(4), 335–348 (2008)
Brown, N.: Shifting tenses—from regimes of truth to regimes of hope? Configurations 13(3), 331–355 (2007)
Browne, M.W., Cudeck, R.: Alternative ways of assessing model fit. Sociol. Methods Res. 21(2), 230–258 (1992)
Cox, D.F.: Risk Taking and Information Handling in Consumer Behavior. Harvard University Press, Boston (1967)
Dinc, H., Sahin, N.H.: Pregnant women’s knowledge and attitudes about stem cells and cord blood banking. Int. Nurs. Rev. 56(2), 250–256 (2009)
Dowling, G., Staelin, R.: A model of perceived risk and intended risk-handling activity. J. Consum. Res. 21(6), 119–134 (1994)
Ebadi, M., Shahriari, H., Abdollahzadeh, M.R., Bahrini, A.: Robust estimation of parameters in multivariate processes. In: 2011 IEEE International Conference on Quality and Reliability, pp. 585–589. IEEE, September 2011
Esmaeili, M., Bahrini, A., Shayanrad, S.: Using game theory approach to interpret stable policies for Iran’s oil and gas common resources conflicts with Iraq and Qatar. J. Ind. Eng. Int. 11(4), 543–554 (2015). https://doi.org/10.1007/s40092-015-0120-z
Fanoodi, B., Malmir, B., Jahantigh, F.F.: Reducing demand uncertainty in the platelet supply chain through artificial neural networks and ARIMA models. Comput. Biol. Med. 113, 103415 (2019)
Fasouliotis, S., Schenker, J.: Human umbilical cord blood banking and transplantation: a state of the art. Eur. J. Obstet. Gynecol. Reprod. Biol. 90(1), 13–25 (2000)
Fernandez, C.V., Gordon, K., Van den Hof, M., Taweel, S., Baylis, F.: Knowledge and attitudes of pregnant women with regard to collection, testing and banking of cord blood stem cells. Can. Med. Assoc. J. 168(6), 695–698 (2003)
Fishbein, M., Ajzen, I.: Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research. Addison-Wesley, Reading (1975)
Fisk, N.M., Roberts, I.A., Markwald, R., Mironov, V.: Can routine commercial cord blood banking be scientifically and ethically justified? PLoS Med. 2(2), 44 (2005)
Fox, N.S., Stevens, C., Ciubotariu, R., Rubinstein, P., McCullough, L.B., Chervenak, F.A.: Umbilical cord blood collection: do patients really understand? J. Perinat. Med. 35, 314 (2007)
Ghassemi, A., Hu, M., Zhou, Z.: Robust planning decision model for an integrated water system. J. Water Resour. Plan. Manag. 143(5), 05017002 (2017)
Ghassemi, A.: System of Systems Approach to Develop an Energy-Water Nexus Model Under Uncertainty (Doctoral dissertation) (2019)
Gluckman, E.: History of cord blood transplantation. Bone Marrow Transplant. 44(10), 621–626 (2009)
Goodarzi, P., Aghayan, H.R., Larijani, B., Soleimani, M., Dehpour, A.R., Sahebjam, M., Ghaderi, F., Arjmand, B.: Stem cell-based approach for the treatment of Parkinson’s disease. Med. J. Islamic Republic Iran 29, 168 (2015)
Guarte, J.M., Barrios, E.B.: Estimation under purposive sampling. Commun. Stat. Simulation Comput. 35(2), 277–284 (2006)
Hatzistilli, H., Zissimopoulou, O., Galanis, P., Siskou, O., Prezerakos, P., Zissimopoulos, A., Kaitelidou, D.: Health professionals’ knowledge and attitude towards the umbilical cord blood donation in Greece. Hippokratia 18(2), 110 (2014)
Homburg, C., Martin, K., Jens, S.: Brand awareness in business markets: when is it related to firm performance? Int. J. Res. Mark. 27(3), 201–212 (2010)
Hu, L.T., Bentler, P.M.: Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct. Equ. Model.: Multi. J. 6(1), 1–55 (1999)
Huang, C.C.: A Cognition and Attitude Study for Umbilical Cord Blood Banking: An Example of Working Employees in the Taiwan Hsinchu Science-Based Industrial Park. National Chiao Tung University, Hsin-Chu (2003)
Katz, G., Mills, A., Garcia, J., Hooper, K., McGuckin, C., Platz, A., Rebulla, P., Salvaterra, E., Schmidt, A.H., Torrabadella, M.: Banking cord blood stem cells: attitude and knowledge of pregnant women in five european countries. Transfusion 51(3), 578–586 (2011)
Keller, K.L.: Strategic Brand Management: Building, Measuring, and Managing Brand Equity, pp. 45–56. Prentice-Hall, New York (1998)
Kharaboyan, L., Knoppers, B.M., Avard, D., Nisker, J.: Knowledge and attitudes of pregnant women with regard to collection, testing and banking of cord blood stem cells. Can. Med. Assoc. J. 168, 695–698 (2007)
Kline, R.M., Bertolone, S.J.: Umbilical cord blood transplantation: providing a donor for everyone needing a bone marrow transplant. South. Med. J. 91(9), 821–828 (1998)
Koufaris, M.: Applying the technology acceptance model and flow theory to online consumer behavior. Inf. Syst. Res. 13(2), 205–223 (2002)
Lim, I.J., Phan, T.T.: Epithelial and mesenchymal stem cells from the umbilical cord lining membrane. Cell Transplant. 23(4–5), 497–503 (2014)
Lin, W.-B.: Investigation on the model of consumers’ perceived risk – integrated viewpoint. Expert Syst. Appl. 34(2), 977–988 (2008)
Littler, D., Melanthiou, D.: Consumer perceptions of risk and uncertainty and the implications for behaviour towards innovative retail services: the case of internet banking. J. Retail. Consum. Serv. 13(6), 431–443 (2006)
Martin, P., Nik, B., Andrew, T.: Capitalizing hope: the commercial development of umbilical cord blood stem cell banking. New Genet. Soc. 27(2), 127–143 (2008)
Mitchell, V.: Consumer perceived risk: conceptualizations and models. Eur. J. Mark. 33(1/2), 163–195 (1999)
Mohamadi, M., Bahrini, A.: A Nash–Stackelberg equilibrium model for internet and network service providers in the demand market—a scenario-based approach. Wireless Netw. 26(1), 449–461 (2020). https://doi.org/10.1007/s11276-019-02155-8
Moon, J.W., Kim, Y.G.: Extending the TAM for a world-wide-web context. Inf. Manag. 38(2), 217–230 (2001)
Moschis, G.P.: Social comparison and informal group influence. J. Mark. Res. 13, 237–244 (1976)
Moustafa, M.F., Youness, E.M.: Nurses’ knowledge about umbilical cord blood banking and it’s barriers. IOSR J. Nurs. Health Sci. 4(2), 44–53 (2015)
Moutinho, L.: Consumer behaviour in tourism. Eur. J. Mark. 21(10), 5–44 (1987)
Nunnally, J.: Psychometric Theory. McGraw-Hill, New York, NY (1978)
Park, C., Lessig, V.: Students and housewives: differences in susceptibility to reference group influence. J. Consum. Res. 4(2), 102–110 (1977)
Peykani, P., Mohammadi, E., Emrouznejad, A., Pishvaee, M.S., Rostamy-Malkhalifeh, M.: Fuzzy data envelopment analysis: an adjustable approach. Expert Syst. Appl. 136, 439–452 (2019)
Peykani, P., Mohammadi, E., Saen, R.F., Sadjadi, S.J., Rostamy‐Malkhalifeh, M.: Data envelopment analysis and robust optimization: a review. Expert Syst. e12534 (2020)
Roselius, R.: Consumer rankings of risk reduction methods. J. Mark. 35(1), 55–61 (1971)
Shaiegan, M.: Stem cell therapy and research status in Iran: at a glance. Iran. J. Blood Cancer 2(3), 99–100 (2010)
Sharp, B.: Brand equity and market-based assets of professional services firms. J. Prof. Serv. Mark. 13(1), 3–13 (1995)
Stone, R., Gronhaug, K.: Perceived risk: further considerations for the marketing discipline. Eur. J. Mark. 27(3), 39–50 (1993)
Sullivan, M.J.: Banking on cord blood stem cells. Nat. Rev. Cancer 8(7), 555–563 (2008)
Tanaka, Y.: Major psychological factors affecting acceptance of gene-recombination technology. Risk Anal. 24(6), 1575–1583 (2004)
Taylor, J.W.: The role of risk in consumer behavior. J. Mark. 38, 54–60 (1974)
Turner, J.C.: Social Influence. Open University Press, Buckingham (1991)
Venkatesh, V., Davis, F.D.: A theoretical extension of the technology acceptance model: four longitudinal field studies. Manag. Sci. 46(2), 186–204 (2000)
Whittler, T.E., Spira, J.S.: Model’s race: a peripheral cue in advertising messages. J. Consum. Psychol. 12(4), 291–301 (2002)
Wilmut, I., Schnieke, A.E., McWhir, J., Kind, A.J., Campbell, K.H.: Viable offspring derived from fetal and adult mammalian cells. Cloning Stem Cells 9(1), 3–7 (2007)
Yang, M., Tsai-Chi, R.K., Roseanne, M.J.: The marketing strategies analysis for the umbilical cord blood banking service. Int. J. Health Care Qual. Assur. 16(6), 293–299 (2003)
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Ghayem, S., Foudazi, R. (2021). Statistical Analysis of Behavioral Intention Towards Private Umbilical Cord Blood Banking. In: Allahviranloo, T., Salahshour, S., Arica, N. (eds) Progress in Intelligent Decision Science. IDS 2020. Advances in Intelligent Systems and Computing, vol 1301. Springer, Cham. https://doi.org/10.1007/978-3-030-66501-2_3
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