Skip to main content
Erschienen in: Electronic Commerce Research 3/2018

04.11.2017

Recognition of business risks when purchasing goods on the Internet using GIS: experience from Slovakia

verfasst von: Pavol Kita, Zdenek Szczyrba, David Fiedor, Ales Letal

Erschienen in: Electronic Commerce Research | Ausgabe 3/2018

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

For operators of Internet shops and their investors on the one hand, and suppliers on the other hand, knowledge of the consumer market is becoming critical in terms of the risk of non-payment for purchased goods, as most small e-shops maintain their stocks according to current demand. The aim of this paper is to identify customers who come from different districts of Slovakia and display a certain type of consumer behavior regarding the risk connected with willingness to pay for goods purchased via the Internet. To solve this problem we used data from a specialized e-retailer and Geographic Information Systems (GIS) as a Decision Support System generator for constructing maps of consumers to investigate the operation of an e-shop. In the article, we used data from the years 2012–2015 concerning 489 buyers, including their addresses and other geographical data about the consumers and their purchases, and integrated them into the GIS environment. Subsequently, the data were analyzed and documented by means of GIS and maps of consumers were generated. The result of this study is to show that GIS can play a significant role in the decision-making process of e-shops in support of a manager’s experience. The geographical results were evaluated statistically in order to offer a better information capability.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Fußnoten
5
Considering the fact that there is no district in Slovakia with more than 85% of the population in rural municipalities, this type of rural district was not defined in the methodology.
 
6
The number of purchases was, as a result of repeated purchases by the same customers, replaced by the number of shoppers. In the original model with the independent variable of the number of purchases the repeated purchases of the same customers proved to be significant, which concealed the effect of socioeconomic variables on buying behavior.
 
7
The variable share of university graduates in the total population aged over 15 has been excluded from the resulting regression model since it does not increase the share of variability of the dependent variable explained by the model.
 
8
The coefficient of determination can be artificially increased by a higher number of variables that enter into the analysis. Considering the number of cases (79 districts of Slovakia), three independent variables seems to be an ideal number. Therefore, in this case, the adjusted coefficient of determination (Adjusted R Square) differs only slightly from the normal coefficient of determination; its value is 0.586.
 
Literatur
1.
Zurück zum Zitat Amit, R., & Zott, C. (2001). Value creation in e-business. Strategic Management Journal, 22, 493–520.CrossRef Amit, R., & Zott, C. (2001). Value creation in e-business. Strategic Management Journal, 22, 493–520.CrossRef
2.
Zurück zum Zitat Bejju, A. (2016). Sales analysis of e-commerce websites using data mining techniques (0975–8887). International Journal of Computer Applications, 133(5), 36.CrossRef Bejju, A. (2016). Sales analysis of e-commerce websites using data mining techniques (0975–8887). International Journal of Computer Applications, 133(5), 36.CrossRef
3.
Zurück zum Zitat Bilková, K., & Križan, F. (2014). Mapping of grocery stores in Slovak countryside in context of food deserts. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 63(5), 1633–1638.CrossRef Bilková, K., & Križan, F. (2014). Mapping of grocery stores in Slovak countryside in context of food deserts. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 63(5), 1633–1638.CrossRef
4.
Zurück zum Zitat Chiu, C. M., Wang, E. T. G., Fang, Y. H., & Huang, H. Y. (2014). Understanding customers’ repeat purchase intentions in B2C e-commerce: The roles of utilitarian value, hedonic value and perceived risk. Information Systems Journal, 24(1), 85–114.CrossRef Chiu, C. M., Wang, E. T. G., Fang, Y. H., & Huang, H. Y. (2014). Understanding customers’ repeat purchase intentions in B2C e-commerce: The roles of utilitarian value, hedonic value and perceived risk. Information Systems Journal, 24(1), 85–114.CrossRef
5.
Zurück zum Zitat Coughlan, J., Macredie, R. D., & Patel, N. (2007). Evaluating the effectiveness of customers’ communication experiences with online retailers—A study of e-mortgages. Interacting with Computers, 19(1), 83–95.CrossRef Coughlan, J., Macredie, R. D., & Patel, N. (2007). Evaluating the effectiveness of customers’ communication experiences with online retailers—A study of e-mortgages. Interacting with Computers, 19(1), 83–95.CrossRef
6.
Zurück zum Zitat Chorus, C. G., & Timmermans, H. J. P. (2008). Revealing consumer preferences by observing information search. Journal of Choice Modelling, 1(1), 3–25.CrossRef Chorus, C. G., & Timmermans, H. J. P. (2008). Revealing consumer preferences by observing information search. Journal of Choice Modelling, 1(1), 3–25.CrossRef
7.
Zurück zum Zitat Doherty, N. F., & Ellis-Chadwick, F. (2010). Evaluating the role of electronic commerce in transforming the retail sector. The International Review of Retail, Distribution and Consumer Research, 20(4), 375–378.CrossRef Doherty, N. F., & Ellis-Chadwick, F. (2010). Evaluating the role of electronic commerce in transforming the retail sector. The International Review of Retail, Distribution and Consumer Research, 20(4), 375–378.CrossRef
8.
Zurück zum Zitat Evanschitzky, H., Iyer, G. R., Hesse, J., & Ahlert, D. (2004). E-satisfaction: A re-examination. Journal of Retailing, 80(1), 239–247.CrossRef Evanschitzky, H., Iyer, G. R., Hesse, J., & Ahlert, D. (2004). E-satisfaction: A re-examination. Journal of Retailing, 80(1), 239–247.CrossRef
9.
Zurück zum Zitat Gajdoš, P. (2005). Marginal regions in Slovakia and their developmental disposabilities. Agricultural Economics, 51(12), 555–563. Gajdoš, P. (2005). Marginal regions in Slovakia and their developmental disposabilities. Agricultural Economics, 51(12), 555–563.
10.
Zurück zum Zitat Goldberg, D. W. (2008). A geocoding best practices guide (p. 261). Springfield: North American Association of Central Cancer Registries. Goldberg, D. W. (2008). A geocoding best practices guide (p. 261). Springfield: North American Association of Central Cancer Registries.
11.
Zurück zum Zitat Grant, K., Edgar, D., Sukumar, A., & Meyer, M. (2014). ‘Risky business’: Perceptions of e-business risk by UK small and medium sized enterprises (SMEs). International Journal of Information Management, 34(2014), 99–122.CrossRef Grant, K., Edgar, D., Sukumar, A., & Meyer, M. (2014). ‘Risky business’: Perceptions of e-business risk by UK small and medium sized enterprises (SMEs). International Journal of Information Management, 34(2014), 99–122.CrossRef
12.
Zurück zum Zitat Hess, R. L., Rubin, R. S., & West, L. A. (2004). Geographic information systems as a marketing information system technology. Decision Support Systems, 38(2), 197–212.CrossRef Hess, R. L., Rubin, R. S., & West, L. A. (2004). Geographic information systems as a marketing information system technology. Decision Support Systems, 38(2), 197–212.CrossRef
13.
Zurück zum Zitat Kim, M. J., Chung, N., & Lee, C. K. (2011). The effect of perceived trust on electronic commerce: Shopping online for tourism products and services in South Korea. Tourism Management, 32(2), 256–265.CrossRef Kim, M. J., Chung, N., & Lee, C. K. (2011). The effect of perceived trust on electronic commerce: Shopping online for tourism products and services in South Korea. Tourism Management, 32(2), 256–265.CrossRef
14.
Zurück zum Zitat Kotler, P., & Amstrong, G. (2007). Principles of Marketing. Prentice Hall. Englewood Cliffs, NJ. Kotler, P., & Amstrong, G. (2007). Principles of Marketing. Prentice Hall. Englewood Cliffs, NJ.
15.
Zurück zum Zitat Križan, F., Bilková, K., Kita, P., & Siviček, T. (2016). Transformation of retailing in post-communist Slovakia in the context of globalization. E a M: Ekonomie a Management Journal, 19(1), 148–164. Križan, F., Bilková, K., Kita, P., & Siviček, T. (2016). Transformation of retailing in post-communist Slovakia in the context of globalization. E a M: Ekonomie a Management Journal, 19(1), 148–164.
16.
Zurück zum Zitat Lucking-Reiley, D., & Spulber, D. F. (2001). Business-to-business electronic commerce. Journal of Economic Perspectives, 15(1), 55–68.CrossRef Lucking-Reiley, D., & Spulber, D. F. (2001). Business-to-business electronic commerce. Journal of Economic Perspectives, 15(1), 55–68.CrossRef
17.
Zurück zum Zitat Machek, M. (2012). Retail market structure development in Central Europe. Central European Business Review, 1(3), 22–27.CrossRef Machek, M. (2012). Retail market structure development in Central Europe. Central European Business Review, 1(3), 22–27.CrossRef
18.
Zurück zum Zitat Maryáš, J., Kunc, J., Tonev, P., & Szczyrba, Z. (2014). Shopping and services related travel in the hinterland of Brno: Changes from the socialist period to the present. Moravian Geographical Reports, 22(3), 18–28.CrossRef Maryáš, J., Kunc, J., Tonev, P., & Szczyrba, Z. (2014). Shopping and services related travel in the hinterland of Brno: Changes from the socialist period to the present. Moravian Geographical Reports, 22(3), 18–28.CrossRef
19.
Zurück zum Zitat Matlovičová, K., Matlovič, R., Mušinka, A., & Židová, A. (2012). The Roma population in Slovakia. Basic characteristics of the Roma population with emphasis on the spatial aspects of its differentiation. In Penczes, J., & Radics, Z. (Eds.), Roma popuation on the peripheries of the Visegrad countries. Spatial trends and social challenges. Debrecen 2012, pp. 77–104. Matlovičová, K., Matlovič, R., Mušinka, A., & Židová, A. (2012). The Roma population in Slovakia. Basic characteristics of the Roma population with emphasis on the spatial aspects of its differentiation. In Penczes, J., & Radics, Z. (Eds.), Roma popuation on the peripheries of the Visegrad countries. Spatial trends and social challenges. Debrecen 2012, pp. 77–104.
20.
Zurück zum Zitat Otim, S., & Grover, V. (2010). E-commerce: A brand name’s curse. Electron Markets, 20(2), 147–160.CrossRef Otim, S., & Grover, V. (2010). E-commerce: A brand name’s curse. Electron Markets, 20(2), 147–160.CrossRef
21.
Zurück zum Zitat Roig-Tierno, N., Baviera-Puig, A., & Buitrago-Vera, J. (2013). Business opportunities analysis using GIS: the retail distribution sector. Global Business Perspectives, 1, 226–238.CrossRef Roig-Tierno, N., Baviera-Puig, A., & Buitrago-Vera, J. (2013). Business opportunities analysis using GIS: the retail distribution sector. Global Business Perspectives, 1, 226–238.CrossRef
22.
Zurück zum Zitat Sprague, R. H., & Carlson, E. D. (1982). Building effective decision support systems. Englewood Cliffs: Prentice-Hall. Sprague, R. H., & Carlson, E. D. (1982). Building effective decision support systems. Englewood Cliffs: Prentice-Hall.
23.
Zurück zum Zitat Sahar, K., Papamichail, K. N., & Holland, C. P. (2015). The effect of prior knowledge and decision-making style on the online purchase decision-making process: A typology of consumer shopping behaviour. Decision Support Systems, 77(2015), 137–147. Sahar, K., Papamichail, K. N., & Holland, C. P. (2015). The effect of prior knowledge and decision-making style on the online purchase decision-making process: A typology of consumer shopping behaviour. Decision Support Systems, 77(2015), 137–147.
24.
Zurück zum Zitat Schwartz, B., Ward, A., Monterosso, J., Lyubomirsky, S., White, K., & Lehman, D. R. (2002). Maximizing versus satisficing: Happiness is a matter of choice. Journal of Personality and Social Psychology, 83(2002), 1178–1197.CrossRef Schwartz, B., Ward, A., Monterosso, J., Lyubomirsky, S., White, K., & Lehman, D. R. (2002). Maximizing versus satisficing: Happiness is a matter of choice. Journal of Personality and Social Psychology, 83(2002), 1178–1197.CrossRef
25.
Zurück zum Zitat Song, J., Baker, J., Lee, S., & Wetherbe, J. C. (2012). Examining online consumers’ behavior: A service-oriented view. International Journal of Information Management, 32(3), 221–223.CrossRef Song, J., Baker, J., Lee, S., & Wetherbe, J. C. (2012). Examining online consumers’ behavior: A service-oriented view. International Journal of Information Management, 32(3), 221–223.CrossRef
26.
Zurück zum Zitat Whelan, E., & McGrath, F. (2002). A study of the total life cycle costs of an e-commerce investment. A research in progress. Evaluation and Program Planning, 25, 191–196.CrossRef Whelan, E., & McGrath, F. (2002). A study of the total life cycle costs of an e-commerce investment. A research in progress. Evaluation and Program Planning, 25, 191–196.CrossRef
27.
Zurück zum Zitat Williamson, O. E. (1975). Markets and hierarchies, analysis and antitrust implications: A study in the economics of internal organization. New York: Free Press. Williamson, O. E. (1975). Markets and hierarchies, analysis and antitrust implications: A study in the economics of internal organization. New York: Free Press.
28.
Zurück zum Zitat Zandbergen, P. A. (2008). A comparison of address point, parcel and street geocoding techniques. Computers, Environment and Urban Systems, 32(3), 214–232.CrossRef Zandbergen, P. A. (2008). A comparison of address point, parcel and street geocoding techniques. Computers, Environment and Urban Systems, 32(3), 214–232.CrossRef
29.
Zurück zum Zitat Zandbergen, P. A. (2009). Geocoding quality and implications for spatial analysis. Geography Compass, 3(2), 647–680.CrossRef Zandbergen, P. A. (2009). Geocoding quality and implications for spatial analysis. Geography Compass, 3(2), 647–680.CrossRef
30.
Zurück zum Zitat Zott, C., Amit, R., & Donlevy, J. (2000). Strategies for value creation in e-commerce: Best practice in Europe. European Management Journal, 18(5), 463–475.CrossRef Zott, C., Amit, R., & Donlevy, J. (2000). Strategies for value creation in e-commerce: Best practice in Europe. European Management Journal, 18(5), 463–475.CrossRef
31.
Zurück zum Zitat Zentes J., Morchett D., & Schrann-Klein, H. (2011). Strategic retail management. GABLER. Zentes J., Morchett D., & Schrann-Klein, H. (2011). Strategic retail management. GABLER.
32.
Zurück zum Zitat Zhou, Y.-W., Cao, B., Qinshen Tang, Q., & Zhou, W. (2017). Pricing and rebate strategies for an e-shop with a cashback website. European Journal of Operational Research, 262(1), 108–122.CrossRef Zhou, Y.-W., Cao, B., Qinshen Tang, Q., & Zhou, W. (2017). Pricing and rebate strategies for an e-shop with a cashback website. European Journal of Operational Research, 262(1), 108–122.CrossRef
Metadaten
Titel
Recognition of business risks when purchasing goods on the Internet using GIS: experience from Slovakia
verfasst von
Pavol Kita
Zdenek Szczyrba
David Fiedor
Ales Letal
Publikationsdatum
04.11.2017
Verlag
Springer US
Erschienen in
Electronic Commerce Research / Ausgabe 3/2018
Print ISSN: 1389-5753
Elektronische ISSN: 1572-9362
DOI
https://doi.org/10.1007/s10660-017-9276-5

Weitere Artikel der Ausgabe 3/2018

Electronic Commerce Research 3/2018 Zur Ausgabe