{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T07:14:26Z","timestamp":1761894866132},"reference-count":56,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2009,3,18]],"date-time":"2009-03-18T00:00:00Z","timestamp":1237334400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Scientometrics"],"published-print":{"date-parts":[[2009,12]]},"DOI":"10.1007\/s11192-009-2058-7","type":"journal-article","created":{"date-parts":[[2009,3,18]],"date-time":"2009-03-18T10:51:12Z","timestamp":1237373472000},"page":"683-698","source":"Crossref","is-referenced-by-count":15,"title":["Structural equation model with PLS path modeling for an integrated system of publicly funded basic research"],"prefix":"10.1007","volume":"81","author":[{"given":"Jiancheng","family":"Guan","sequence":"first","affiliation":[]},{"given":"Nan","family":"Ma","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2009,3,18]]},"reference":[{"issue":"4","key":"2058_CR1","doi-asserted-by":"crossref","first-page":"673","DOI":"10.1086\/261702","volume":"98","author":"J. D. Adams","year":"1990","unstructured":"Adams, J. D. (1990), Fundamental stocks of knowledge and productivity growth, Journal of Political Economy, 98(4): 673\u2013702.","journal-title":"Journal of Political Economy"},{"key":"2058_CR2","doi-asserted-by":"crossref","first-page":"2664","DOI":"10.1073\/pnas.93.23.12664","volume":"93","author":"J. D. Adams","year":"1996","unstructured":"Adams, J. D. (1996), Measuring science: An exploration, Proceedings of the National Academy of Sciences of the United States of America, 93: 2664\u20132670.","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"},{"issue":"2","key":"2058_CR3","doi-asserted-by":"crossref","first-page":"323","DOI":"10.2307\/2951599","volume":"60","author":"P. Aghion","year":"1992","unstructured":"Aghion, P., Howitt, P. (1992), A model of growth through creative destruction, Econometrica, 60(2): 323\u2013351.","journal-title":"Econometrica"},{"key":"2058_CR4","doi-asserted-by":"crossref","first-page":"596","DOI":"10.2307\/2094424","volume":"39","author":"P. D. Allison","year":"1974","unstructured":"Allison, P. D., Stewart, J. A. (1974), Productivity differences among scientists: Evidence for accumulative advantage, American Sociological Review, 39: 596\u2013606.","journal-title":"American Sociological Review"},{"issue":"5","key":"2058_CR5","doi-asserted-by":"crossref","first-page":"615","DOI":"10.2307\/2095162","volume":"47","author":"P. D. Allison","year":"1982","unstructured":"Allison, P. D., Long, J. S., Krauz, T. K. (1982), Cumulative advantage and inequality in science, American Sociological Review, 47(5): 615\u2013625.","journal-title":"American Sociological Review"},{"key":"2058_CR6","volume-title":"A Global Goodness-of-Fit Index for PLS Structural Equation Modeling","author":"S. Amato","year":"2004","unstructured":"Amato, S., Esposito, V.V., Tenenhaus, M., A Global Goodness-of-Fit Index for PLS Structural Equation Modeling. Oral Communication to PLS Club, HEC School of Management, France, March 24, 2004."},{"key":"2058_CR7","doi-asserted-by":"crossref","DOI":"10.1002\/9781118619179","volume-title":"Structural Equations with Latent Variables","author":"K. A. Bollen","year":"1989","unstructured":"Bollen, K. A., Structural Equations with Latent Variables. New York: Wiley, 1989."},{"issue":"3","key":"2058_CR8","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1007\/BF02459289","volume":"40","author":"M. Bonitz","year":"1997","unstructured":"Bonitz, M., Bruckner, E., Scharnhorst, A. (1997), Characteristics and impact of the Matthew effect for countries, Scientometrics, 40(3): 407\u2013422.","journal-title":"Scientometrics"},{"key":"2058_CR9","volume-title":"Peerless Science: Peer Review and U.S. Science Policy","author":"D. E. Chubin","year":"1990","unstructured":"Chubin, D. E., Hackett, E. J., Peerless Science: Peer Review and U.S. Science Policy. New York: State University of New York Press, 1990."},{"issue":"8","key":"2058_CR10","doi-asserted-by":"crossref","first-page":"1204","DOI":"10.1016\/j.respol.2007.04.007","volume":"36","author":"C.V. Chaves","year":"2007","unstructured":"Chaves, C.V., Moro, S. (2007), Investigating the interaction and mutual dependence between science and technology, Research Policy, 36(8): 1204\u20131220.","journal-title":"Research Policy"},{"key":"2058_CR11","volume-title":"Social Stratification in Science","author":"J. R. Cole","year":"1973","unstructured":"Cole, J. R., Cole, S., Social Stratification in Science. Chicago: University of Chicago Press, 1973."},{"key":"2058_CR12","unstructured":"Commission of the European Communities. (2005), European Innovation Scoreboard 2005."},{"key":"2058_CR13","unstructured":"Cozzens, S. E., Literature-based Data in Research Evaluation: A Manager\u2019s Guide to Bibliometrics. Report to the National Science Foundation, Washington, DC., 1989."},{"issue":"1","key":"2058_CR14","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1016\/S0149-7189(96)00038-9","volume":"20","author":"S. E. Cozzens","year":"1997","unstructured":"Cozzens, S. E. (1997), The knowledge pool: Measurement challenges in evaluating fundamental research programs, Evaluation and Program Planning, 20(1): 77\u201389.","journal-title":"Evaluation and Program Planning"},{"issue":"1","key":"2058_CR15","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1080\/10438599200000006","volume":"2","author":"P. David","year":"1992","unstructured":"David, P., Mowery, D., Steinmuller, W. (1992), Analyzing the economic payoffs from basic research, Economics of Innovation and New Technology, 2(1): 73\u201390.","journal-title":"Economics of Innovation and New Technology"},{"issue":"2","key":"2058_CR16","first-page":"145","volume":"15","author":"S. C. Dunn","year":"1994","unstructured":"Dunn, S. C., Serker, R. F., Waller, M. A. (1994), Latent variables in business logistics research: Scale development and validation, Journal of Business Logistics, 15(2): 145\u2013172.","journal-title":"Journal of Business Logistics"},{"key":"2058_CR17","volume-title":"Toward a Metric of Science: The Advent of Science Indicators","author":"Y. Elkana","year":"1978","unstructured":"Elkana, Y., Lederberg, J., Merton, R. K., Thackray, A., Zuckerman, H., Toward a Metric of Science: The Advent of Science Indicators, New York: Wiley, 1978."},{"issue":"4","key":"2058_CR18","first-page":"1342","volume":"14","author":"R. E. Evenson","year":"1975","unstructured":"Evenson, R. E., Kislev, Y. (1975), Agricultural research and productivity, Journal of Economic Literature, 14(4): 1342\u20131343.","journal-title":"Journal of Economic Literature"},{"key":"2058_CR19","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1177\/002224378101800104","volume":"18","author":"C. R. Fornell","year":"1981","unstructured":"Fornell, C. R., Larcker, D. F. (1981), Structural equation models with unobservable variables and measurement error, Journal of Marketing Research, 18: 39\u201350.","journal-title":"Journal of Marketing Research"},{"issue":"1","key":"2058_CR20","first-page":"33","volume":"20","author":"M. S. Garver","year":"1999","unstructured":"Garver, M. S., Mentzer, J. T. (1999), Logistics research methods: Employing structural equation modeling to test for construct validity, Journal of Business Logistics, 20(1): 33\u201358.","journal-title":"Journal of Business Logistics"},{"key":"2058_CR21","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1177\/002224378802500207","volume":"25","author":"D. W. Gerbing","year":"1988","unstructured":"Gerbing, D. W., Anderson, J. C. (1988), An updated paradigm for scale development incorporating unidimensionality and its assessment, Journal of Marketing Research, 25: 186\u2013192.","journal-title":"Journal of Marketing Research"},{"issue":"6","key":"2058_CR22","first-page":"961","volume":"54","author":"Z. Griliches","year":"1964","unstructured":"Griliches, Z. (1964), Research expenditures, education and the aggregate agricultural production function, American Economic Review, 54(6): 961\u2013974.","journal-title":"American Economic Review"},{"key":"2058_CR23","volume-title":"Handbook of the Economics of Innovation and Technological Change","author":"Z. Griliches","year":"1995","unstructured":"Griliches, Z., R&D and Productivity, In: Paul Stoneman (ed.) Handbook of the Economics of Innovation and Technological Change. Oxford: Blackwell, 1995."},{"issue":"3","key":"2058_CR24","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1111\/j.1468-0084.2004.00083.x","volume":"66","author":"D. Guellec","year":"2004","unstructured":"Guellec, D., Van Pottelsberghe De La Potterie, B. (2004), From R&D to productivity growth: Do the institutional settings and the source of funds of R&D matter? Oxford Bulletin of Economics and Statistics, 66(3): 353\u2013378.","journal-title":"Oxford Bulletin of Economics and Statistics"},{"key":"2058_CR25","doi-asserted-by":"crossref","unstructured":"Hagstrom, W. O. (1971), Inputs, outputs, and the prestige of university science departments, Sociology of Education, 44: 375-397.","DOI":"10.2307\/2112029"},{"key":"2058_CR26","volume-title":"Multivariate Data Analysis","author":"J. Hair","year":"1998","unstructured":"Hair, J., Anderson, R., Tatham, R., Black, W., Multivariate Data Analysis (5th ed.), New York: Prentice-Hall, 1998.","edition":"5"},{"key":"2058_CR27","volume-title":"Science for Agriculture","author":"W. E. Huffman","year":"1994","unstructured":"Huffman, W. E., Evenson, R. E., Science for Agriculture, Ames, IA: Iowa State University Press, 1994."},{"key":"2058_CR28","volume-title":"IMD World Competitiveness Yearbook","author":"IMD","year":"2000","unstructured":"IMD (2000\u20132004), IMD World Competitiveness Yearbook. Lausanne: IMD."},{"key":"2058_CR29","volume-title":"World Development Indicators","author":"International Bank for ReconstructionDevelopment","year":"1999","unstructured":"International Bank for Reconstruction and Development (IBRD), World Development Indicators, Washington, DC: World Bank, 1999."},{"key":"2058_CR30","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1093\/biomet\/57.2.239","volume":"57","author":"K. G. J\u00f6reskog","year":"1970","unstructured":"J\u00f6reskog, K. G. (1970), A general method for analysis of covariance structure, Biometrika, 57: 239\u2013251.","journal-title":"Biometrika"},{"issue":"4","key":"2058_CR31","doi-asserted-by":"crossref","first-page":"1495","DOI":"10.1093\/sf\/76.4.1495","volume":"76","author":"B. Keith","year":"1998","unstructured":"Keith, B., Babchuk, N. (1998), The quest for institutional recognition: a longitudinal analysis of scholarly productivity and academic prestige among sociology departments, Social Forces, 76(4): 1495\u20131533.","journal-title":"Social Forces"},{"key":"2058_CR32","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1016\/S0272-6963(99)00002-9","volume":"17","author":"X. A. Koufteros","year":"1999","unstructured":"Koufteros, X. A. (1999), Testing a model of pull production: A paradigm for manufacturing research using structural equation modelling, Journal of Operations Management, 17: 467\u2013488.","journal-title":"Journal of Operations Management"},{"key":"2058_CR33","doi-asserted-by":"crossref","DOI":"10.4135\/9781412983778","volume-title":"Confirmatory Factor Analysis: A Preface to LISREL","author":"S. Long","year":"1983","unstructured":"Long, S., Confirmatory Factor Analysis: A Preface to LISREL. London: Sage Publications, 1983."},{"key":"2058_CR34","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/0304-3932(88)90168-7","volume":"22","author":"R. E. Lucas","year":"1988","unstructured":"Lucas, R. E. (1988), On the mechanics of economic development, Journal of Monetary Economics, 22: 3\u201342.","journal-title":"Journal of Monetary Economics"},{"issue":"3","key":"2058_CR35","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1007\/BF02129599","volume":"36","author":"B. R. Martin","year":"1996","unstructured":"Martin, B. R. (1996), The use of multiple indicators in the assessment of basic research, Scientometrics, 36(3): 343\u2013362.","journal-title":"Scientometrics"},{"key":"2058_CR36","volume-title":"Academic Research Performance Indicators: An Assessment of the Possibilities","author":"B. R. Martin","year":"1992","unstructured":"Martin, B. R., Skea, J. E. F., Academic Research Performance Indicators: An Assessment of the Possibilities. Brighton: Science Policy Research Unit, 1992."},{"issue":"5","key":"2058_CR37","first-page":"863","volume":"70","author":"E. Mansfield","year":"1980","unstructured":"Mansfield, E. (1980), Basic Research and Productivity Increase in manufacturing, American Economic Review, 70(5): 863\u2013873.","journal-title":"American Economic Review"},{"key":"2058_CR38","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/0048-7333(91)90080-A","volume":"20","author":"E. Mansfield","year":"1991","unstructured":"Mansfield, E. (1991), Academic research and industrial innovation, Research Policy, 20: 1\u201320.","journal-title":"Research Policy"},{"key":"2058_CR39","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1016\/0048-7333(92)90021-U","volume":"21","author":"E. Mansfield","year":"1992","unstructured":"Mansfield, E. (1992), Academic research and industrial innovation: A further note, Research Policy, 21: 295\u2013296.","journal-title":"Research Policy"},{"issue":"3810","key":"2058_CR40","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1126\/science.159.3810.56","volume":"159","author":"R. K. Merton","year":"1968","unstructured":"Merton, R. K. (1968), The Matthew effect in science, Science, 159(3810): 56\u201363.","journal-title":"Science"},{"key":"2058_CR41","doi-asserted-by":"crossref","first-page":"606","DOI":"10.1086\/354848","volume":"79","author":"R. K. Merton","year":"1988","unstructured":"Merton, R. K. (1988), The Matthew effect II, ISIS, 79: 606\u2013623.","journal-title":"ISIS"},{"key":"2058_CR42","volume-title":"Evaluative Bibliometrics: The Use of Publication and Citation Analysis in the Evaluation of Scientific Activity","author":"F. Narin","year":"1976","unstructured":"Narin, F., Evaluative Bibliometrics: The Use of Publication and Citation Analysis in the Evaluation of Scientific Activity. Cherry Hill, NJ: Computer Horizons, 1976."},{"issue":"1","key":"2058_CR43","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1177\/0193841X9401800107","volume":"18","author":"F. Narin","year":"1994","unstructured":"Narin, F., Olivastro, D., Stevens, K. (1994), Bibliometrics theory, practice and problems, Evaluation Review, 18(1): 65\u201376.","journal-title":"Evaluation Review"},{"key":"2058_CR44","unstructured":"OECD, 2005. Proposed Guidelines for Collecting and Integrating Technological Innovation Data, OSLO Manual (Organisation for Economic Cooperation and Development, Paris)."},{"key":"2058_CR45","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1016\/0048-7333(89)90053-X","volume":"18","author":"A. J. Phillimore","year":"1989","unstructured":"Phillimore, A. J. (1989), University research performance indicators in practice: The University Grants Committee\u2019s evaluation of British universities, Research Policy, 18: 255\u2013271.","journal-title":"Research Policy"},{"key":"2058_CR46","volume-title":"Handbook of Quantitative Studies of Science and Technology","author":"A. F. J. Raan Van","year":"1988","unstructured":"Van Raan, A. F. J., Handbook of Quantitative Studies of Science and Technology, Amsterdam: North-Holland, 1988."},{"key":"2058_CR47","unstructured":"Van Raan, A. F. J., Advanced Bibliometric Methods to Assess Research Performance and Scientific Development: Basic Principles and Recent Practical Applications. University of Leiden report, CWTS- 93-05, 1993."},{"key":"2058_CR48","volume-title":"SmartPLS","author":"C. Ringle","year":"2005","unstructured":"Ringle, C., Wende, S., Will, A., SmartPLS. University of Hamburg, Hamburg ( http:\/\/www.smartpls.de ), 2005."},{"issue":"5","key":"2058_CR49","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1086\/261725","volume":"98","author":"P. M. Romer","year":"1990","unstructured":"Romer, P. M. (1990), Endogenous technological change, Journal of Political Economy, 98(5): 71\u2013102.","journal-title":"Journal of Political Economy"},{"key":"2058_CR50","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.evalprogplan.2006.10.002","volume":"30","author":"S. Y. Sohn","year":"2007","unstructured":"Sohn, S. Y., Joo, Y. G., Han, H. K. (2007), Structural equation model for the evaluation of national funding on R&D project of SMEs in consideration with MBNQA criteria, Evaluation and Program Planning, 30: 10\u201320.","journal-title":"Evaluation and Program Planning"},{"key":"2058_CR51","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1016\/j.csda.2004.03.005","volume":"48","author":"M. Tenenhaus","year":"2005","unstructured":"Tenenhaus, M., Vinzia, V. E., Chatelin, Y. M., Lauro, C. (2005), PLS path modelling, Computational Statistics & Data Analysis, 48: 159\u2013205.","journal-title":"Computational Statistics & Data Analysis"},{"issue":"4","key":"2058_CR52","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1086\/620723","volume":"47","author":"J. A. Virgo","year":"1977","unstructured":"Virgo, J. A. (1977), A statistical procedure for evaluating the importance of scientific papers, The Library Quarterly, 47(4): 415\u2013430.","journal-title":"The Library Quarterly"},{"key":"2058_CR53","volume-title":"System under Indirect Observation","author":"H. Wold","year":"1982","unstructured":"Wold, H., Soft modelling: the basic design and some extensions, In: J\u00f6reskog, K. G., Wold, H. (Eds), System under Indirect Observation. Amsterdam: North Holland, 1982."},{"key":"2058_CR54","volume-title":"Encyclopaedia of Statistical Sciences","author":"H. Wold","year":"1985","unstructured":"Wold, H., Partial least squares, In: Kotz, S., Johnson, N. L. (Eds), Encyclopaedia of Statistical Sciences, New York: Wiley, 1985."},{"key":"2058_CR55","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/0040-1625(96)00006-6","volume":"52","author":"T. L. Yang","year":"1996","unstructured":"Yang, T. L., Chung, H. S. (1996), An international comparative study of basic scientific research capacity: OECD Countries, Taiwan and Korea, Technological Forecasting and Social Change, 52: 75\u201394.","journal-title":"Technological Forecasting and Social Change"},{"key":"2058_CR56","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1016\/S0261-5177(00)00062-5","volume":"22","author":"Y. S. Yoon","year":"2001","unstructured":"Yoon, Y. S., Gursoy, D., Chen, J. S. (2001), Validating a tourism development theory with structural equation modelling, Tourism Management, 22: 363\u2013372.","journal-title":"Tourism Management"}],"container-title":["Scientometrics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-009-2058-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11192-009-2058-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-009-2058-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T05:27:02Z","timestamp":1559366822000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11192-009-2058-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,3,18]]},"references-count":56,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2009,12]]}},"alternative-id":["2058"],"URL":"https:\/\/doi.org\/10.1007\/s11192-009-2058-7","relation":{},"ISSN":["0138-9130","1588-2861"],"issn-type":[{"value":"0138-9130","type":"print"},{"value":"1588-2861","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,3,18]]}}}