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Successful use of MODFLOW typically requires a college-level modeling course or professional training on groundwater modeling. In some situations, the USGS can provide training to governmental agencies with a cooperative agreement with the USGS; agencies can contact their cooperating USGS office for additional information. MODFLOW courses are also offered by several private companies. Those with groundwater modeling experience can download MODFLOW. For instructions on MODFLOW installation, please refer to the section "Installation and Execution" in the MODFLOW 6 Release Notes, provided with the download.


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We recommend authors refer to PRISMA 2020 early in the writing process, because prospective consideration of the items may help to ensure that all the items are addressed. To help keep track of which items have been reported, the PRISMA statement website ( -statement.org/) includes fillable templates of the checklists to download and complete (also available in Additional file 1). We have also created a web application that allows users to complete the checklist via a user-friendly interface [58] (available at and adapted from the Transparency Checklist app [59]). The completed checklist can be exported to Word or PDF. Editable templates of the flow diagram can also be downloaded from the PRISMA statement website.


As the access to this document is restricted, you may want to search for a different version of it. References listed on IDEAS asHTMLHTML with abstractplain textplain text with abstractBibTeXRIS (EndNote, RefMan, ProCite)ReDIFJSON Romer, Paul M, 1986."Increasing Returns and Long-run Growth,"Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October. Paul M Romer, 1999. "Increasing Returns and Long-Run Growth,"Levine's Working Paper Archive 2232, David K. Levine. Robert M. Solow, 1956."A Contribution to the Theory of Economic Growth,"The Quarterly Journal of Economics, Oxford University Press, vol. 70(1), pages 65-94. Richard Blundell & Stephen Bond, 2000."GMM Estimation with persistent panel data: an application to production functions,"Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340. Richard Blundell & Stephen Bond, 1999. 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"Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors,"Department of Economics Working Papers 2000-02, Department of Economics, Williams College. David Roodman, 2009."How to do xtabond2: An introduction to difference and system GMM in Stata,"Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March. David Roodman, 2006. "How to Do xtabond2: An Introduction to "Difference" and "System" GMM in Stata,"Working Papers 103, Center for Global Development. Gregory Mankiw, 1995."The Growth of Nations,"Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 275-326. N. Gregory Mankiw, 1995. "The Growth of Nations,"Harvard Institute of Economic Research Working Papers 1732, Harvard - Institute of Economic Research. Choi, Changkyu & Hoon Yi, Myung, 2009."The effect of the Internet on economic growth: Evidence from cross-country panel data,"Economics Letters, Elsevier, vol. 105(1), pages 39-41, October. Spiros Bougheas & Panicos O. Demetriades & Theofanis P. Mamuneas, 2000."Infrastructure, specialization, and economic growth,"Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 33(2), pages 506-522, May. Spiros Bougheas & Panicos O. Demetriades & Theofanis P. Mamuneas, 2000."Infrastructure, specialization, and economic growth,"Canadian Journal of Economics, Canadian Economics Association, vol. 33(2), pages 506-522, May. Panicos O. Demetriades & Spiros Bougheas, 1995. "Infrastructure, Specialisation and Economic Growth,"Keele Department of Economics Discussion Papers (1995-2001) 95/15, Department of Economics, Keele University. Robert J. Barro, 1998."Determinants of Economic Growth: A Cross-Country Empirical Study,"MIT Press Books,The MIT Press,edition 1, volume 1, number 0262522543, December. Robert J. Barro, 1996. "Determinants of Economic Growth: A Cross-Country Empirical Study,"NBER Working Papers 5698, National Bureau of Economic Research, Inc. Barro, Robert, 1997. "Determinants Of Economic Growth A Cross-Country Empirical Study,"Harvard Institute for International Development (HIID) Papers 294398, Harvard University, Kennedy School of Government. Sang H. Lee & John Levendis & Luis Gutierrez, 2012."Telecommunications and economic growth: an empirical analysis of sub-Saharan Africa,"Applied Economics, Taylor & Francis Journals, vol. 44(4), pages 461-469, February. Sang H. Lee & John Levendis & Luis Gutierrez, 2009. "Telecommunications and economic growth: an empirical analysis of sub-saharan Africa,"Documentos de Trabajo 005512, Universidad del Rosario. Pedroni, Peter, 1999."Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors,"Oxford Bulletin of Economics and Statistics,Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors,"Department of Economics Working Papers 2000-02, Department of Economics, Williams College. Matti Pohjola, 2002."The New Economy in Growth and Development,"Oxford Review of Economic Policy, Oxford University Press, vol. 18(3), pages 380-396. Matti Pohjola, 2002. "New Economy in Growth and Development,"WIDER Working Paper Series DP2002-67, World Institute for Development Economic Research (UNU-WIDER). Arellano, Manuel & Bover, Olympia, 1995."Another look at the instrumental variable estimation of error-components models,"Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July. M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models,"CEP Discussion Papers dp0007, Centre for Economic Performance, LSE. Nelson, Charles R. & Plosser, Charles I., 1982."Trends and random walks in macroeconmic time series : Some evidence and implications,"Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162. Barro, Robert J, 1990."Government Spending in a Simple Model of Endogenous Growth,"Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October. Robert J. Barro, 1988. "Government Spending in a Simple Model of Endogenous Growth,"NBER Working Papers 2588, National Bureau of Economic Research, Inc. Barro, Robert J., 1990. "Government Spending in a Simple Model of Endogeneous Growth,"Scholarly Articles 3451296, Harvard University Department of Economics. Barro, R.J., 1988. "Government Spending In A Simple Model Of Endogenous Growth,"RCER Working Papers 130, University of Rochester - Center for Economic Research (RCER). Lars-Hendrik Roller & Leonard Waverman, 2001."Telecommunications Infrastructure and Economic Development: A Simultaneous Approach,"American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September. Lars-Hendrik Röller & Leonard Waverman, 1996. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach,"CIG Working Papers FS IV 96-16, Wissenschaftszentrum Berlin (WZB), Research Unit: Competition and Innovation (CIG). Röller, Lars-Hendrik & Waverman, Leonard, 2000. "Telecommunications Infrastructure And Economic Development: A Simultaneous Approach,"CEPR Discussion Papers 2399, C.E.P.R. Discussion Papers. Lucas, Robert Jr., 1988."On the mechanics of economic development,"Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July. Sajal Ghosh & Rohit Prasad, 2012."Telephone penetrations and economic growth: evidence from India,"Netnomics, Springer, vol. 13(1), pages 25-43, April. Ficawoyi Donou-Adonsou & Sokchea Lim & Samuel A. Mathey, 2016."Technological Progress and Economic Growth in Sub-Saharan Africa: Evidence from Telecommunications Infrastructure,"International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 22(1), pages 65-75, February. Blundell, Richard & Bond, Stephen, 1998."Initial conditions and moment restrictions in dynamic panel data models,"Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August. R Blundell & Steven Bond, "undated". "Initial conditions and moment restrictions in dynamic panel data model,"Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford. Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models,"Economics Papers 104, Economics Group, Nuffield College, University of Oxford. Richard Blundell & Stephen Bond, 1995. "Initial conditions and moment restrictions in dynamic panel data models,"IFS Working Papers W95/17, Institute for Fiscal Studies. J. Stan Metcalfe, 2010."Technology and economic theory,"Cambridge Journal of Economics, Oxford University Press, vol. 34(1), pages 153-171, January. anonymous, 1995."Moderate growth expected for the nation, Southeast in 1996,"Regional Update, Federal Reserve Bank of Atlanta, issue Oct, pages 1-4. David Roodman, 2006. "How to Do xtabond2,"North American Stata Users' Group Meetings 2006 8, Stata Users Group. Fine, Ben, 2000."Endogenous Growth Theory: A Critical Assessment,"Cambridge Journal of Economics, Oxford University Press, vol. 24(2), pages 245-265, March. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011."Broadband Infrastructure and Economic Growth,"Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2009. "Broadband Infrastructure and Economic Growth,"CESifo Working Paper Series 2861, CESifo. Czernich, Nina & Falck, Oliver & Kretschmer, Tobias & Wößmann, Ludger, 2011. "Broadband Infrastructure and Economic Growth,"Munich Reprints in Economics 20033, University of Munich, Department of Economics. Unknown, 1986."Letters,"Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 1(4), pages 1-9. Romer, Paul M, 1987."Growth Based on Increasing Returns Due to Specialization,"American Economic Review, American Economic Association, vol. 77(2), pages 56-62, May. Rosenberg, Nathan, 1974."Science, Invention and Economic Growth,"Economic Journal, Royal Economic Society, vol. 84(333), pages 90-108, March. Stock, James H. & Watson, Mark W., 1986."Does GNP have a unit root?,"Economics Letters, Elsevier, vol. 22(2-3), pages 147-151. Bilal Mehmood & Wasif Siddiqui, 2013."What Causes What? Panel Cointegration Approach on Investment in Telecommunication and Economic Growth: Case of Asian Countries,"Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 16(47), pages 3-16, March. Hopestone Kayiska Chavula, 2013."Telecommunications development and economic growth in Africa,"Information Technology for Development, Taylor & Francis Journals, vol. 19(1), pages 5-23, January. Manuel Arellano & Stephen Bond, 1991."Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations,"Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297. Tom Doan, "undated"."RATS program to replicate Arellano-Bond 1991 dynamic panel,"Statistical Software ComponentsRTZ00169, Boston College Department of Economics. Windmeijer, Frank, 2005."A finite sample correction for the variance of linear efficient two-step GMM estimators,"Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.Full references (including those not matched with items on IDEAS) Most related itemsThese are the items that most often cite the same works as this one and are cited by the same works as this one. Abdulqadir, Idris A. & Asongu, Simplice A., 2022."The asymmetric effect of internet access on economic growth in sub-Saharan Africa,"Economic Analysis and Policy, Elsevier, vol. 73(C), pages 44-61. Idris A. Abdulqadir & Simplice A. Asongu, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa,"Research Africa Network Working Papers 21/075, Research Africa Network (RAN). Idris A. Abdulqadir & Simplice A. Asongu, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa,"Working Papers of the African Governance and Development Institute. 21/070, African Governance and Development Institute.. Idris A. Abdulqadir & Simplice A. Asongu, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa,"Research Africa Network Working Papers 21/070, Research Africa Network (RAN). Abdulqadir, Idris & Asongu, Simplice, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa,"MPRA Paper 110853, University Library of Munich, Germany. Idris A. Abdulqadir & Simplice A. Asongu, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa,"Working Papers of the African Governance and Development Institute. 21/075, African Governance and Development Institute.. Idris A. Abdulqadir & Simplice A. Asongu, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa,"Working Papers 21/070, European Xtramile Centre of African Studies (EXCAS). Idris A. Abdulqadir & Simplice A. Asongu, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa,"Working Papers 21/075, European Xtramile Centre of African Studies (EXCAS). Abdulqadir, Idris & Asongu, Simplice, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa,"MPRA Paper 111557, University Library of Munich, Germany. Bayraktar-Sağlam, Bahar & Yetkiner, Hakan, 2014."A Romerian contribution to the empirics of economic growth,"Journal of Policy Modeling, Elsevier, vol. 36(2), pages 257-272. Bahar Bayraktar Saðlam & Ý. Hakan Yetkiner, 2012. "A Romerian Contribution to the Empirics of Economic Growth,"Working Papers 1201, Izmir University of Economics. Ejike Udeogu & Shampa Roy-Mukherjee & Uzochukwu Amakom, 2021."Does Increasing Product Complexity and Diversity Cause Economic Growth in the Long-Run? A GMM Panel VAR Evidence,"SAGE Open, , vol. 11(3), pages 21582440211, August. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2018. "Health and Economic Growth: Reconciling the Micro and Macro Evidence,"IZA Discussion Papers 11940, Institute of Labor Economics (IZA). David E. Bloom & David Canning & Rainer Kotschy & Klaus Prettner & Johannes J. Schünemann, 2019. "Health and Economic Growth: Reconciling the Micro and Macro Evidence,"NBER Working Papers 26003, National Bureau of Economic Research, Inc. Schünemann, Johannes & Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus, 2018. "Health and Economic Growth: Reconciling the Micro and Macro Evidence,"VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181554, Verein für Socialpolitik / German Economic Association. Bloom, David & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schuenemann, Johannes, 2022. "Health and Economic Growth: Reconciling the Micro and Macro Evidence,"CEPR Discussion Papers 17393, C.E.P.R. Discussion Papers. David E. Bloom & David Canning & Rainer Kotschy & Klaus Prettner & Johannes Schünemann & Rainer Franz Kotschy, 2022. "Health and Economic Growth: Reconciling the Micro and Macro Evidence,"CESifo Working Paper Series 9806, CESifo. Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus, 2020."Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies,"Telecommunications Policy, Elsevier, vol. 44(2). Rafiou Raphaël Bétila, 2021."The impact of Ease of Doing Business on economic growth: a dynamic panel analysis for African countries,"SN Business & Economics, Springer, vol. 1(10), pages 1-34, October. Capolupo, Rosa, 2009."The New Growth Theories and Their Empirics after Twenty Years,"Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72. Capolupo, Rosa, 2008. "The New Growth Theories and Their Empirics after Twenty Years,"Economics Discussion Papers 2008-27, Kiel Institute for the World Economy (IfW Kiel). Zergawu, Yitagesu Zewdu & Walle, Yabibal M. & Giménez-Gómez, José-Manuel, 2020."The joint impact of infrastructure and institutions on economic growth,"Journal of Institutional Economics, Cambridge University Press, vol. 16(4), pages 481-502, August. Zergawu, Yitagesu Zewdu & Walle, Yabibal M. & Giménez Gómez, José M. (José Manuel), 2018. "The Joint Impact of Infrastructure and Institutions on Economic Growth,"Working Papers 2072/332584, Universitat Rovira i Virgili, Department of Economics. Idris A. Abdulqadir & Simplice A. Asongu, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa: Insight from a dynamic panel threshold regression,"Working Papers of the African Governance and Development Institute. 21/014, African Governance and Development Institute.. Idris A. Abdulqadir & Simplice A. Asongu, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa: Insight from a dynamic panel threshold regression,"Research Africa Network Working Papers 21/014, Research Africa Network (RAN). Idris A. Abdulqadir & Simplice A. Asongu, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa: Insight from a dynamic panel threshold regression,"Working Papers 21/014, European Xtramile Centre of African Studies (EXCAS). Abdulqadir, Idris & Asongu, Simplice, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa: Insight from a dynamic panel threshold regression,"MPRA Paper 109904, University Library of Munich, Germany. Osvaldo Lagares, 2016. "Capital, Economic Growth and Relative Income Differences in Latin America,"Discussion Papers 16/03, Department of Economics, University of York. Sakiru Adebola Solarin & Yuen Yee Yen, 2016."A global analysis of the impact of research output on economic growth,"Scientometrics, Springer;Akadémiai Kiadó, vol. 108(2), pages 855-874, August. Vogel, Johanna, 2013. "Regional Convergence in Europe: A Dynamic Heterogeneous Panel Approach,"MPRA Paper 51794, University Library of Munich, Germany. Swamy, Vighneswara & Dharani, Munusamy, 2019."The dynamics of finance-growth nexus in advanced economies,"International Review of Economics & Finance, Elsevier, vol. 64(C), pages 122-146. Li, Hongbin & Yang, Zheyu & Yao, Xianguo & Zhang, Haifeng & Zhang, Junsen, 2012."Entrepreneurship, private economy and growth: Evidence from China,"China Economic Review, Elsevier, vol. 23(4), pages 948-961. Annie Tubadji & Vassilis Angelis & Peter Nijkamp, 2016."Endogenous intangible resources and their place in the institutional hierarchy,"Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 36(1), pages 1-28, February. Awad, Atif & Albaity, Mohamed, 2022."ICT and economic growth in Sub-Saharan Africa: Transmission channels and effects,"Telecommunications Policy, Elsevier, vol. 46(8). Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015."Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries,"World Development, Elsevier, vol. 68(C), pages 66-81. Nahla Samargandi & Jan Fidrmuc & Sugata Ghosh, 2014. "Is the Relationship between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle Income Countries,"CESifo Working Paper Series 4743, CESifo. Yongfu Huang, 2011."Private investment and financial development in a globalized world,"Empirical Economics, Springer, vol. 41(1), pages 43-56, August. Yongfu Huang, 2006. "Private investment and financial development in a globalized world,"Bristol Economics Discussion Papers 06/589, School of Economics, University of Bristol, UK. Celine Bonnefond, 2014."Growth Dynamics And Conditional Convergence Among Chinese Provinces: A Panel Data Investigation Using System Gmm Estimator,"Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 39(4), pages 1-25, December. Céline BONNEFOND, 2013. "Growth dynamics and conditional convergence among Chinese provinces: a panel data investigation using system GMM estimator,"Cahiers du GREThA (2007-2019) 2013-23, Groupe de Recherche en Economie Théorique et Appliquée (GREThA). Andreas Bergh & Magnus Henrekson, 2011."Government Size And Growth: A Survey And Interpretation Of The Evidence,"Journal of Economic Surveys, Wiley Blackwell, vol. 25(5), pages 872-897, December. Bergh, Andreas & Henrekson, Magnus, 2011. "Government Size and Growth: A Survey and Interpretation of the Evidence,"Working Paper Series 858, Research Institute of Industrial Economics. More about this item Keywords Sub-Saharan Africa; Mobile; Internet; GDP per capita; System GMM; All these 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:eee:telpol:v:43:y:2019:i:1:p:88-99. See general information about how to correct material in RePEc. 2ff7e9595c


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