The need for speed: impacts of internet connectivity on firm productivity

Broadband access is widely considered to be a productivity-enhancing factor, but there are few firm-level estimates of its benefits. We use a large micro-survey of firms linked to longitudinal firm financial data to determine the impact that broadband access has on firm productivity. Propensity score matching is used to control for factors, including the firm’s own lagged productivity, that determine a firm’s internet access choice. Instrumental variables estimates are employed as a robustness check. Results indicate that broadband adoption boosts firm productivity by 7–10%; effects are consistent across urban versus rural locations and across high versus low knowledge intensive sectors.

[1]  David C. Maré,et al.  Geographic concentration and firm productivity , 2006 .

[2]  Paul R. Milgrom,et al.  The Economics of Modern Manufacturing: Technology, Strategy, and Organization , 1990 .

[3]  David C. Maré,et al.  The Impact of Immigration on the Geographic Mobility of New Zealanders , 2007 .

[4]  R. Fabling,et al.  Insolvency and Economic Development: Regional Variation and Adjustment , 2004 .

[5]  Arthur Grimes,et al.  Housing Supply and Price Adjustment , 2006 .

[6]  Suzi Kerr,et al.  Nutrient Trading in Lake Rotorua: Choosing the Scope of a Nutrient Trading System , 2008 .

[7]  Marvin A. Sirbu,et al.  Measuring Broadband’s Economic Impact , 2006 .

[8]  Viv Hall,et al.  A Quarterly Post-World War II Real GDP Series for New Zealand , 2007 .

[9]  Rhema Vaithianathan,et al.  Inequality and health: Is housing crowding the link? , 2006 .

[10]  T. Hubbard The Demand for Monitoring Technologies: The Case of Trucking , 2000 .

[11]  S. Nguyen,et al.  It and Productivity in U.S. Manufacturing: Do Computer Networks Matter? , 2005 .

[12]  David C. Maré What Do Endogenous Growth Models Contribute? , 2004 .

[13]  Arthur Grimes New Zealand: A Typical Australasian Economy? , 2004 .

[14]  Harry H. Kelejian,et al.  Two-Stage Least Squares and Econometric Systems Linear in Parameters but Nonlinear in the Endogenous Variables , 1971 .

[15]  David J. Reibstein,et al.  Competitor See, Competitor Do: Incumbent Entry in New Market Niches , 2005 .

[16]  Atsushi Umino Broadband Infrastructure Deployment: The Role of Government Assistance , 2002 .

[17]  Suzi Kerr,et al.  Nutrient Trading in Lake Rotorua: Goals and Trading Caps , 2007 .

[18]  Adolf Stroombergen ESSAM General Equilibrium Model: Estimation of 2005/06 Input-Output Tables , 2008 .

[19]  David C. Maré,et al.  Housing Markets and Migration: Evidence from New Zealand , 2008 .

[20]  Jason Timmins,et al.  Is Infrastructure Productive? Evaluating the Effects of Specific Infrastructure Projects on Firm Productivity within New Zealand , 2005 .

[21]  John Gibson,et al.  UNIVERSITY OF WAIKATO Hamilton New Zealand What Explains the Wealth Gap between Immigrants and the New Zealand Born ? , 2007 .

[22]  David C. Maré,et al.  Settlement patterns and the geographic mobility of recent migrants to New Zealand , 2007 .

[23]  J. Poot Trans-Tasman Migration, Transnationalism and Economic Development in Australasia , 2009 .

[24]  Andrew Coleman,et al.  Inflation and the Measurement of Saving and Housing Affordability , 2008 .

[25]  Edward L. Glaeser,et al.  Information Technology and the Future of Cities , 1996 .

[26]  Avi Goldfarb,et al.  Diffusion of Information and Communication Technologies to Businesses , 2006 .

[27]  Arthur Grimes,et al.  Regional Variation in Rental Costs for Larger Households , 2005 .

[28]  Anandhi S. Bharadwaj,et al.  A Resource-Based Perspective on Information Technology Capability and Firm Performance: An Empirical Investigation , 2000, MIS Q..

[29]  R. Lattimore,et al.  Longrun Trends in New Zealand Industry Assistance , 2003 .

[30]  Suzi Kerr Efficient Contracts for Carbon Credits from Reforestation Projects , 2003 .

[31]  Suzi Kerr,et al.  Inclusion of Agriculture and Forestry in a Domestic Emissions Trading Scheme: New Zealand's Experience to Date , 2008 .

[32]  S. Kerr,et al.  Greenhouse Gas Emissions Charges and Credits on Agricultural Land: What Can a Model Tell Us? , 2006 .

[33]  Arthur Grimes,et al.  An Auckland Land Value Annual Database , 2007 .

[34]  Thomas Astebro,et al.  Noncapital Investment Costs and the Adoption of CAD and CNC in U.S. Metalworking Industries , 2002 .

[35]  Kenneth L. Kraemer,et al.  Impacts of Globalization on E-Commerce Use and Firm Performance: A Cross-Country Investigation , 2005, Inf. Soc..

[36]  Steven Stillman,et al.  The Geographical Mobility of MāOri in New Zealand , 2005 .

[37]  Sandra E. Black,et al.  How to Compete: The Impact of Workplace Practices and Information Technology on Productivity , 1997, Review of Economics and Statistics.

[38]  Roberta Lamb,et al.  Information and Communication Technology Challenges to Scientific Professional Identity , 2005, Inf. Soc..

[39]  D. Rubin,et al.  The Bias Due to Incomplete Matching , 1985 .

[40]  Avi Goldfarb,et al.  How did location affect adoption of the commercial Internet? Global village vs. urban leadership , 2005 .

[41]  Andrew Coleman,et al.  MāOri Economic Development - Glimpses from Statistical Sources , 2005 .

[42]  Arthur Grimes,et al.  What's the Beef with House Prices? Economic Shocks and Local Housing Markets , 2004 .

[43]  A. Seyb The Longitudinal Business Frame , 2003 .

[44]  R. Fabling,et al.  A Comparison of Qualitative and Quantitative Firm Performance Measures , 2008 .

[45]  Richard G. Newell,et al.  Evaluating the New Zealand Individual Transferable Quota Market for Fisheries Management , 2003 .

[46]  Sylvia Dixon,et al.  Understanding Changes in MāOri Incomes and Income Inequality 1997-2003 , 2004 .

[47]  Suzi Kerr,et al.  The Likely Regional Impacts of an Agricultural Emissions Policy in New Zealand: Preliminary Analysis , 2005 .

[48]  Suzi Kerr Motu, Excellence in Economic Research and the Challenges of 'Human Dimensions' Research , 2003 .

[49]  Avi Goldfarb,et al.  The (Teaching) Role of Universities in the Diffusion of the Internet , 2006 .

[50]  John Gibson,et al.  How Important is Selection? Experimental Versus Non-Experimental Measures of the Income Gains from Migration , 2006 .

[51]  Arthur Grimes,et al.  Water, Water Somewhere: The Value of Water in a Drought-Prone Farming Region , 2008 .

[52]  Arthur Grimes,et al.  Bridge to Somewhere: The Value of Auckland's Northern Motorway Extensions , 2008 .

[53]  David C. Maré,et al.  Defining Geographic Communities , 2005 .

[54]  Suzi Kerr,et al.  The Land Use in Rural New Zealand Model Version 1 (Lurnzv1): Model Description , 2007 .

[55]  Suzi Kerr,et al.  Land-Use Intensity Module: Land Use in Rural New Zealand Version 1 , 2006 .

[56]  David C. Maré,et al.  Movements into and Out of Child Poverty in New Zealand: Results from the Linked Income Supplement , 2003 .

[57]  A. Grimes Regional and Industry Cycles in Australasia: Implications for a Common Currency , 2005 .

[58]  Arthur Grimes,et al.  House Prices and Rents: Socio-Economic Impacts and Prospects , 2007 .

[59]  Viv Hall,et al.  The Ups and Downs of New Zealand House Prices , 2006 .

[60]  Suzi Kerr Indigenous Forests and Forest Sink Policy in New Zealand , 2003 .

[61]  Arthur Grimes,et al.  Spatial Determinants of Land Prices in Auckland: Does the Metropolitan Urban Limit Have an Effect? , 2007 .

[62]  Suzi Kerr,et al.  Allocating Risks in a Domestic Greenhouse Gas Trading System , 2003 .

[63]  Avi Goldfarb,et al.  The Internet and Local Wages: Convergence or Divergence? , 2009 .

[64]  Jinyong Hahn,et al.  When to Control for Covariates? Panel Asymptotics for Estimates of Treatment Effects , 2004, Review of Economics and Statistics.

[65]  Arthur Grimes,et al.  Defining Areas: Linking Geographic Data in New Zealand , 2006 .

[66]  John McMillan,et al.  Quantifying creative destruction: Entrepreneurship and productivity in New Zealand , 2004 .

[67]  Arthur Grimes,et al.  Adjustment in Local Labour and Housing Markets , 2007 .

[68]  R. Crawford Variations in Earnings Growth: Evidence from Earnings Transitions in the NZ Linked Income Survey , 2009 .

[69]  David C. Maré Labour Productivity in Auckland Firms , 2008 .

[70]  R. Litan,et al.  The effects of broadband deployment on output and employment: a cross-sectional analysis of U.S. data , 2008 .

[71]  David C. Maré,et al.  Maori Incomes: Investigating Differences Between Iwi , 2004 .

[72]  David C. Maré,et al.  Agglomeration Elasticities in New Zealand , 2009 .

[73]  Arthur Grimes,et al.  Is There Long-run Convergence among Regional House Prices in the UK? , 2005 .

[74]  Hengyun Ma,et al.  China's Energy Economy: Technical Change, Factor Demand and Interfactor/Interfuel Substitution , 2008 .

[75]  Joshua D. Angrist,et al.  Mostly Harmless Econometrics: An Empiricist's Companion , 2008 .

[76]  David C. Maré,et al.  Understanding New Zealand's Changing Income Distribution, 1983-1998: A Semi-Parametric Analysis , 2003 .

[77]  Marco Caliendo,et al.  Some Practical Guidance for the Implementation of Propensity Score Matching , 2005, SSRN Electronic Journal.

[78]  Steven Stillman,et al.  Who Pays What for Primary Health Care? Patterns and Determinants of the Fees Paid by Patients in a Mixed Public-Private Financing Model , 2009 .

[79]  Arthur Grimes,et al.  House Price Efficiency: Expectations, Sales, Symmetry , 2004 .

[80]  Viv Hall,et al.  Regional Business Cycles in New Zealand: Do They Exist? What Might Drive Them? , 2004 .

[81]  Ralph Chapman,et al.  Policy to Encourage Carbon Sequestration in Plantation Forests , 2004 .

[82]  David C. Maré,et al.  Indirect Effects of Active Labour Market Policies , 2005 .

[83]  Testing for Energy Market Integration in China , 2009 .

[84]  Kelly Lock,et al.  New Zealand's Quota Management System: A History of the First 20 Years , 2007 .

[85]  David C. Maré,et al.  Moving to Jobs? , 2003 .

[86]  Steven Stillman,et al.  Examining Changes in the Value of Rural Land in New Zealand between 1989 and 2003 , 2005 .

[87]  Andrew Coleman,et al.  The Relative Size of New Zealand Exchange Rate and Interest Rate Responses to News , 2008 .

[88]  A. Coleman The Long Term Effects of Capital Gains Taxes in New Zealand , 2009 .

[89]  A. Grimes,et al.  Fiscal, distributional and efficiency impacts of land and property taxes , 2009 .

[90]  David C. Maré,et al.  The Labour Market Adjustment of Immigrants in New Zealand , 2009 .

[91]  David Fairman,et al.  Towards Design for a Nutrient Trading Programme to Improve Water Quality in Lake Rotorua , 2007 .

[92]  Sascha O. Becker,et al.  Estimation of Average Treatment Effects Based on Propensity Scores , 2002 .

[93]  Suzi Kerr,et al.  Nutrient Trading in Lake Rotorua: Where Are We Now? , 2007 .

[94]  Viv Hall,et al.  Would Adopting the Us Dollar Have Led to Improved Inflation, Output and Trade Balances for New Zealand in the 1990s? , 2003 .

[95]  Suzi Kerr,et al.  Greenhouse Gas Emission Factor Module: Land Use in Rural New Zealand - Climate Version 1 , 2005 .

[96]  Arthur Grimes,et al.  Intra & Inter-Regional Industry Shocks: A New Metric with an Application to Australasian Currency Union , 2005 .

[97]  Shuguang Liu,et al.  Carbon dynamics and land-use choices: building a regional-scale multidisciplinary model. , 2003, Journal of environmental management.

[98]  Suzi Kerr,et al.  Joint Implementation in Climate Change Policy , 2003 .

[99]  Mika Maliranta,et al.  Informational mobility and productivity: Finnish evidence , 2006 .

[100]  David C. Maré,et al.  The Impact of Immigration on the Labour Market Outcomes of New Zealanders , 2009 .

[101]  Andrew Coleman,et al.  Storage Under Backwardation: A Direct Test of the Wright-Williams Conjecture , 2008 .

[102]  John Gibson Do Lower Expected Wage Benefits Explain Ethnic Gaps in Job-Related Training? Evidence from New Zealand , 2003 .

[103]  Suzi Kerr,et al.  Migration and the Environment in the Galapagos: An Analysis of Economic and Policy Incentives Driving Migration, Potential Impacts from Migration Control, and Potential Policies to Reduce Migration Pressure , 2004 .

[104]  A. Coleman,et al.  A Simple Model of Housing Rental and Ownership with Policy Simulations , 2009 .

[105]  Arthur Grimes,et al.  Land Taxes and Revenue Needs as Communities Grow and Decline: Evidence from New Zealand , 2004 .

[106]  Andrew Coleman,et al.  Tax, Credit Constraints, and the Big Costs of Small Inflation , 2008 .

[107]  Yair Mundlak,et al.  Empirical Production Function Free of Management Bias , 1961 .

[108]  R. Fabling,et al.  HR practices and New Zealand firm performance: what matters and who does it? , 2010 .

[109]  Suzi Kerr,et al.  Nutrient Trading in Lake Rotorua: Overview of a Prototype System , 2008 .

[110]  Economic Growth and the Size and Structure of Government: Implications for New Zealand , 2003 .

[111]  David C. Maré,et al.  Labour Market Outcomes for Young Graduates , 2006 .

[112]  S. Kerr,et al.  Nutrient Trading in Lake Rotorua: Cost Sharing and Allowance Allocation , 2008 .

[113]  George S. Ford,et al.  The Broadband Efficiency Index: What Really Drives Broadband Adoption Across the OECD? , 2008 .

[114]  D. Rubin,et al.  The central role of the propensity score in observational studies for causal effects , 1983 .

[115]  Arthur Grimes,et al.  Bi-Directional Impacts of Economic, Social and Environmental Changes and the New Zealand Housing Market , 2004 .

[116]  David C. Maré,et al.  Concentration, Specialisation and Agglomeration of Firms in New Zealand , 2005 .

[117]  Arthur Grimes,et al.  Economic growth and the size & structure of government: Implications for New Zealand , 2003 .

[118]  Arthur Grimes,et al.  Housing and Economic Adjustment , 2003 .

[119]  Malathi Velamuri,et al.  The long-run impact of New Zealand’s structural reform on local communities , 2008 .

[120]  Sylvia Dixon,et al.  Changes in the MāOri Income Distribution: Evidence from the Population Census , 2005 .