Why Do Firms Adopt E-Procurement Systems? Using Logistic Regression to Empirically Test a Conceptual Model
Once the factors that foster the adoption of electronic-procurement systems (EPSs) are identified, economic agents may act accordingly and develop better programs in order to achieve their objectives. Toward the identification of such factors, a model that explains the adoption of EPS is developed,...
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Veröffentlicht in: | IEEE transactions on engineering management 2008-02, Vol.55 (1), p.120-133 |
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description | Once the factors that foster the adoption of electronic-procurement systems (EPSs) are identified, economic agents may act accordingly and develop better programs in order to achieve their objectives. Toward the identification of such factors, a model that explains the adoption of EPS is developed, considering the technology-organization-environment framework as well as the institutional theory. This model was tested with data collected from the 2500 largest companies operating in Portugal. On the grounds of the f-test for equality of means, we found evidence that EPS adoption is positively and significantly associated to: 1) firm size; 2) technology competence; 3) the perception companies have about the EPS success of their competitors; 4) the extent of adoption among competitors; and 5) the readiness of the trading partners to perform electronic transactions. The logistic regression supplied further evidence that technology competence, firm size, extent of adoption among competitors, and trading partner readiness provide a reasonable estimate for each firm's likelihood to adopt EPS. We also found evidence that firms whose main activity is commerce are more likely to adopt EPS than are firms operating on manufacturing or services industries. |
doi_str_mv | 10.1109/TEM.2007.912806 |
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On the grounds of the f-test for equality of means, we found evidence that EPS adoption is positively and significantly associated to: 1) firm size; 2) technology competence; 3) the perception companies have about the EPS success of their competitors; 4) the extent of adoption among competitors; and 5) the readiness of the trading partners to perform electronic transactions. The logistic regression supplied further evidence that technology competence, firm size, extent of adoption among competitors, and trading partner readiness provide a reasonable estimate for each firm's likelihood to adopt EPS. 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On the grounds of the f-test for equality of means, we found evidence that EPS adoption is positively and significantly associated to: 1) firm size; 2) technology competence; 3) the perception companies have about the EPS success of their competitors; 4) the extent of adoption among competitors; and 5) the readiness of the trading partners to perform electronic transactions. The logistic regression supplied further evidence that technology competence, firm size, extent of adoption among competitors, and trading partner readiness provide a reasonable estimate for each firm's likelihood to adopt EPS. We also found evidence that firms whose main activity is commerce are more likely to adopt EPS than are firms operating on manufacturing or services industries.</description><subject>Biological system modeling</subject><subject>Companies</subject><subject>Competition</subject><subject>Data models</subject><subject>Economics</subject><subject>Electronic procurement</subject><subject>Electronic-procurement systems (EPS)</subject><subject>Electronics</subject><subject>EPS</subject><subject>Estimates</subject><subject>Industries</subject><subject>Information systems</subject><subject>institutional theory</subject><subject>Logistics</subject><subject>Manufacturing</subject><subject>Mathematical models</subject><subject>Organizations</subject><subject>Perception</subject><subject>Portugal</subject><subject>Procurement</subject><subject>propensity of adoption</subject><subject>Regression</subject><subject>Regression analysis</subject><subject>Service industries</subject><subject>Studies</subject><subject>survey method</subject><subject>Technology adoption</subject><subject>technology-organization-environment framework</subject><issn>0018-9391</issn><issn>1558-0040</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2008</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNp9kTFv2zAQhYkiBeqkmTt0ITIUWeTwSJEWpyBwnDaAgxaJg4wETZ1cGpKokNLgf18GLjp0yHS4w_cO7-4R8gXYHIDpq83qYc4ZW8w18IqpD2QGUlYFYyU7ITPGoCq00PCJnKa0z20pOZuR_cvvA70N9M7HLtGbOgwjXRW_YnBTxA77kT4d0ohduqbPyfc7ug47n0bv6CPuIqbkQ0_HQFfd4KN3tm0PdINppJYuQ-9wGCfb0odQY_uZfGxsm_D8bz0jz3erzfJHsf75_X55sy6c0NVYbLlVtVYcpELZVKAaDrYCLZEJJTWrGy6aBWfZf1XLWjvBQbg8E1Zut-jEGfl23DvE8DplL6bzyWHb2h7DlIwoZZYuVAYv3wVBLUAIXoLO6MV_6D5Msc9nmOxMSVUCZOjqCLkYUorYmCH6zsaDAWbeMjI5I_OWkTlmlBVfjwqPiP_ossyP0JX4Az6Ti5Q</recordid><startdate>20080201</startdate><enddate>20080201</enddate><creator>Soares-Aguiar, A.</creator><creator>Palma-dos-Reis, A.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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subjects | Biological system modeling Companies Competition Data models Economics Electronic procurement Electronic-procurement systems (EPS) Electronics EPS Estimates Industries Information systems institutional theory Logistics Manufacturing Mathematical models Organizations Perception Portugal Procurement propensity of adoption Regression Regression analysis Service industries Studies survey method Technology adoption technology-organization-environment framework |
title | Why Do Firms Adopt E-Procurement Systems? Using Logistic Regression to Empirically Test a Conceptual Model |
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