Outbound FDI by software companies
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1 Outbound FDI by software companies Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National Institute of Public Finance and Policy, New Delhi September 16, 2009 Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
2 Part I Trade, FDI and international business organization of firms Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
3 New trade theory Exporting firms and firms engaged in outbound FDI are not a random sample of the population of firms in an industry Firm specific characteristics define how firms choose to serve foreign customers Productivity differences across firms is seen to be a key determinant Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
4 Intuition behind New trade theory Why do some firms export and others undertake Outbound FDI? Firms self-select on the basis of: differences in cost in serving domestic and foreign markets differences in transport costs and set-up costs Least productive firms serve the domestic markets, more productive firms undertake exports and the most productive firms engage in outbound FDI. Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
5 Indian Software Services Industry Long had strong export orientation Strict capital controls till 1999 did not allow for outbound FDI Soon after lifting restrictions, a sharp jump in outbound FDI can be witnessed This episode in India is a natural experiment because of the sudden relaxation of capital controls Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
6 Firms engaging in outbound FDI overtime Number of Firms Only Exports Overseas Investment and Exports Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
7 Software Services Industry Unique features: Near-zero transport costs ==> Discourages outbound FDI Non-commoditised nature of software services ==> encourages outbound FDI Need for a model to understand firm behaviour in software services industry Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
8 Model Consumer s perceived risk about quality of service exported is higher than for service bought from foreign firm situated at home (Lee and Tan, 2003) Demand faced by firm { 0 with prob γj q(i) = Dp(i) σ j = X, I, σ = 1/(1 ɛ) > 1 with prob 1 γ j γ X > γ I No transport cost demand realized after production F X < F I as in HMY Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
9 Model Risk neutral firm maximises expected profit Cut-off productivity level such that export and FDI firms just break even A σ 1 X = F X (σ 1)( σ σ 1 )σ D(1 γ X ) σ, A σ 1 I = F I(σ 1)( σ σ 1 )σ D(1 γ I ) σ Since exporters face greater risk compared to FDI firms, threshold productivity of exporters to break even is higher than FDI firms Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
10 Productivity ranking of export and FDI firms E(Π I ) E(Π X ) Optimised Profit A I * A X * F I (1 γ I ) σ F X (1 γ x ) σ Firm Productivity Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
11 Implications Less productive firms choose to undertake outbound FDI More productive firms remain as exporters This goes against the HMY Hypothesis Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
12 Testing our Hypothesis Need for productivity estimation Several methods have been proposed to estimate productivity No one method is perfect We estimate: Efficiency effect Stochastic Frontier Analysis Fixed effect dummy regression Analysis Time variant Stochastic Frontier Analysis Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
13 Data Firm level data on software industry from CMIE (Prowess) Break sample into two time ranges :9 years of data : 3 years of data Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
14 Result of efficiency effect SFA Coefficient Estimate Standard error (Intercept) *** Log Wages *** Raw material expenses Log total assets *** Energy expenses FDI dummy * σu 2 + σv *** σ 2 u σ 2 u +σ2 v *** Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
15 Figure: Technical efficiency difference between DX and DXI firms in 2000 Empirical Cumulative Distibution DXI DX Technical efficiency Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
16 Figure: Technical efficiency difference between DX and DXI firms in 2001 Empirical Cumulative Distibution DXI DX Technical efficiency Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
17 Figure: Technical efficiency difference between DX and DXI firms in 2002 Empirical Cumulative Distibution DXI DX Technical efficiency Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
18 Fixed effects dummy regression Coefficient of outbound FDI dummy in fixed effects regression model is with a standard error of Efficiency effect SFA results for a truncated sample of three years also gives similar result, although outbound FDI dummy is not significant Fixed effect regression model for both large sample and truncated sample support our hypothesis Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
19 Results - Summary Method (Longer Sample) Efficiency effect Stochastic Frontier Analysis Time variant Stochastic Frontier Analysis Fixed effect dummy regression Result Yes Yes Yes Method (Shorter Sample) Efficiency effect Stochastic Frontier Analysis Time variant Stochastic Frontier Analysis Fixed effect dummy regression Result Not clear Yes Yes Exporting firms are more productive than firms participating in outbound FDI Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
20 Thank you Rudrani Bhattacharya, Ila Patnaik and Ajay Shah National OutboundInstitute FDI by software Public Finance companies and Policy, New Delhi September () 16, / 20
Productivity and outbound FDI in software services: A reversalmarch of the8, HMY 2010model1 / 30
Productivity and outbound FDI in software services: A reversal of the HMY model Rudrani Bhattacharya Ila Patnaik Ajay Shah National Institute of Public Finance and Policy, New Delhi March 8, 2010 Productivity
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