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Erschienen in: Small Business Economics 2/2017

11.01.2017

As the market churns: productivity and firm exit in developing countries

verfasst von: Gemechu Aga, David Francis

Erschienen in: Small Business Economics | Ausgabe 2/2017

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Abstract

This paper uses a unique dataset from the World Bank’s Enterprise Surveys in 47 economies to analyze the conditions under which firms leave heterogeneous markets. Consistent with expectations, we show that firm productivity (and age) are significant determinants of firm exit. Cross-country analysis shows, however, that the relationship between productivity as well as age and exit is mitigated by some country-level factors. In particular, we show either’s effect is substantially weakened in low-income economies, economies with limited openness to international trade, and in economies with cumbersome bankruptcy procedures. To address issues of sample attrition and selection bias presented by survey-based estimates, corrections are applied using information when a firm’s operating status is uncertain. The expected negative relationship between firm labor productivity and the likelihood of exit is robust to these corrections, as is the negative relationship between firm exit and age.

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Fußnoten
1
Examples include Liu (1993), Liu and Tybout (1996), Bartelsman et al. (2004), Shiferaw (2009), Sandefur (2010), Klapper and Richmond (2011), Hallward-Driemeier and Rijkers (2013), and Eslava and Haltiwanger (2014).
 
2
Several influential theoretical works include Jovanovic (1982), Hopenhayn (1992), Ericson and Pakes (1995), Olley and Pakes (1996).
 
3
φ it could also denote the current resale value of the business.
 
4
Broadly, these are considered factors of production. While fundamental, a firm’s capital k it presents several measurement complications, including that there is no reliable way to measure it for service firms in our dataset. As a result, we do not include capital directly in our firm-level co-variates, but consider it as proxied by firm size, though size may also capture other characteristics.
 
5
It is important to note that distortions may also factor into firm productivity itself, particularly depending on how the concept is defined. For example Foster et al. (2008) lay out the difference between quantity-based and revenue-based productivity measures, noting that the latter are more often available but are unable to separate out distortions through such channels as market power or asymmetric information, each of which can affect the price and revenue function of a firm. Here, we note that the revenue function itself takes these into account and so we do not address revenue and quantity-based productivity distinctions.
 
6
There is limited evidence on the link between firm exit and entry barrier policies, the few studies available indicating that these polices do not affect exits (Box 2008).
 
7
Further, access to foreign markets enables firms to diversify sales and reduce exit risks arising from negative shocks to the domestic economy (Wagner and Gelübcke 2012; Bernard et al. 2002).
 
8
Alternatively, several studies code firm exit as a firm falling below a certain threshold of (usually) employees.
 
9
While issues of panel attrition bias have been thoroughly analyzed in numerous household (See Fitzgerald et al. 1998; Thomas et al. 2001; Alderman et al. 2000; Maluccio 2004; Khandker 2005), we have not encountered a thorough analysis of these effects in enterprise or business surveys, particularly in developing economies.
 
10
To avoid further cluttering notation we omit country-level sub-scripts.
 
11
This also includes firms that have exited the market by moving abroad or are no longer formally registered.
 
12
We note that a third naive measure of exit is to consider Group 2 as exiting. For robustness, we ran regressions testing this and find no substantive differences; results are not reported here but are available on request.
 
13
They use the Cox proportional hazard semi-parametric method to estimate firm duration or survival. While they find this to be preferable, such methods that are not generally dependent on observables require a full multi-period panel structure, which our data lacks.
 
14
Rated by the interviewer.
 
15
The initial round for Venezuela (2006) utilized a limited questionnaire and omits certain key covariates. As a result, we remove Venezuela for all analysis (n = 500) so as not to bias our results by the inclusion or exclusion of an entire survey round as new variables are introduced. Annex Table 1 provides the list of countries and survey years included in the analysis.
 
16
The annualized exit rate is computed using compounded growth formula.
 
17
As we are concerned with the average difference between the groups of exiters (attritors) and survivors within a country, the reported mean differences are the resulting coefficient(s) from an EXIT (ATTRITOR) dummy in the regression: Y =  α + β 1 EXIT it  + β ' COUNTRY' it  + μ it where Y represents the descriptive variable of interest and the vector COUNTRY’ is a series of country fixed effects. This avoids pooling problems across disparate countries at different income levels. In the regression specifications below this is addressed by the use of country-level fixed effects and market-level co-variates.
 
19
Maluccio (2004)
 
20
Maluccio (2004)
 
21
Using the svy: prefix, Stata calculates an adjusted Wald test.
 
22
For this reason and in the interest of space, we do not present further Heckman selection models here. All were run and are available upon request.
 
23
This finding, though, has not been universal: Söderbom et al. (2006), for instance, find no or little relationship between firm age and exit.
 
24
Bernard and Jensen (2007), for instance, find no significant evidence of a size effect on firm survival.
 
25
That productive firms select to exporting has been widely documented. (see for instance, Haidar (2012))
 
26
Odd-numbered columns in Table 7 are identical to those in Table 6.
 
Literatur
Zurück zum Zitat Aldrich, H. E., & Auster, E. (1986). Even dwarfs started small: liabilities of size and age and their strategic implications. Research in Organizational Behavior, 8, 165–198. Aldrich, H. E., & Auster, E. (1986). Even dwarfs started small: liabilities of size and age and their strategic implications. Research in Organizational Behavior, 8, 165–198.
Zurück zum Zitat Baily, M. N., Hulten, C. and Campbell, D. 1992“Productivity Dynamics in Manufacturing Establishments,” Brookings Papers on Economic Activity: Microeconomics, 187–249. Baily, M. N., Hulten, C. and Campbell, D. 1992“Productivity Dynamics in Manufacturing Establishments,” Brookings Papers on Economic Activity: Microeconomics, 187–249.
Zurück zum Zitat Baldwin, J., & Yan, B. (2011). The death of Canadian manufacturing plants: heterogeneous responses to changes in tariffs and real exchange rates. Review of World Economics, 147(1), 131–167. doi:10.1007/s10290-010-0079-1.CrossRef Baldwin, J., & Yan, B. (2011). The death of Canadian manufacturing plants: heterogeneous responses to changes in tariffs and real exchange rates. Review of World Economics, 147(1), 131–167. doi:10.​1007/​s10290-010-0079-1.CrossRef
Zurück zum Zitat Bartelsman, E., Haltiwanger, J., and Scarpetta, S. (2004) “Microeconomic Evidence of Creative Destruction in Industrial and Developing Countries.” World Bank Policy Research Working Paper, 3464. doi:10.1596/1813–9450-3464 Bartelsman, E., Haltiwanger, J., and Scarpetta, S. (2004) “Microeconomic Evidence of Creative Destruction in Industrial and Developing Countries.” World Bank Policy Research Working Paper, 3464. doi:10.​1596/​1813–9450-3464
Zurück zum Zitat Bernard, A. and Sjöholm, F. (2003). “Foreign Owners and Plant Survival”. NBER Working Papers 10039. doi:10.3386/w10039 Bernard, A. and Sjöholm, F. (2003). “Foreign Owners and Plant Survival”. NBER Working Papers 10039. doi:10.​3386/​w10039
Zurück zum Zitat Box, M. (2008). The death of firms: exploring the effects of environment and birth cohort on firm survival in Sweden. Small Business Economics, 31(4), 379–393. doi:10.1007/s11187-007-9061-2. Box, M. (2008). The death of firms: exploring the effects of environment and birth cohort on firm survival in Sweden. Small Business Economics, 31(4), 379–393. doi:10.​1007/​s11187-007-9061-2.
Zurück zum Zitat Cable, J. and Scwalbach, J. (1991). “International Comparisons of Entry and Exit”. In P.A. Geroski and J. Schwallbach (Eds.), Entry and Market Contestability: An International Comparison (pp 257–81). Oxford, U.K. and Cambridge, MA.: Blackwell Publishing. Cable, J. and Scwalbach, J. (1991). “International Comparisons of Entry and Exit”. In P.A. Geroski and J. Schwallbach (Eds.), Entry and Market Contestability: An International Comparison (pp 257–81). Oxford, U.K. and Cambridge, MA.: Blackwell Publishing.
Zurück zum Zitat Couwenberg, O. (2001). Survival rates in bankruptcy systems: overlooking the evidence. European Journal of Law and Economics, 12(3), 253–273. doi:10.1023/A:1012821909622. Couwenberg, O. (2001). Survival rates in bankruptcy systems: overlooking the evidence. European Journal of Law and Economics, 12(3), 253–273. doi:10.​1023/​A:​1012821909622.
Zurück zum Zitat Dewaelheyns, N., & Van Hulle, C. (2008). Legal reform and aggregate small and micro business bankruptcy rates: evidence from the 1997 Belgian bankruptcy code. Small Business Economics, 31(4), 409–424. doi:10.1007/s11187-007-9060-3. Dewaelheyns, N., & Van Hulle, C. (2008). Legal reform and aggregate small and micro business bankruptcy rates: evidence from the 1997 Belgian bankruptcy code. Small Business Economics, 31(4), 409–424. doi:10.​1007/​s11187-007-9060-3.
Zurück zum Zitat Disney, R., Haskel, J., & Heden, Y. (2003). Entry, exit and establishment survival in UK manufacturing. Journal of Industrial Economics, 51(1), 91–112. doi:10.1111/1467-6451.00193. Disney, R., Haskel, J., & Heden, Y. (2003). Entry, exit and establishment survival in UK manufacturing. Journal of Industrial Economics, 51(1), 91–112. doi:10.​1111/​1467-6451.​00193.
Zurück zum Zitat Dunne, T., Roberts, M., & Samuelson, L. (1989). The growth and failure of U.S. manufacturing plants. Quarterly Journal of Economics, 104(4), 671–698. doi:10.2307/2937862. Dunne, T., Roberts, M., & Samuelson, L. (1989). The growth and failure of U.S. manufacturing plants. Quarterly Journal of Economics, 104(4), 671–698. doi:10.​2307/​2937862.
Zurück zum Zitat Ericson, R., & Pakes, J. (1995). Markov-perfect industry dynamics: a framework for empirical work. The Review of Economic Studies, 62(1), 53–82. doi:10.2307/2297841. Ericson, R., & Pakes, J. (1995). Markov-perfect industry dynamics: a framework for empirical work. The Review of Economic Studies, 62(1), 53–82. doi:10.​2307/​2297841.
Zurück zum Zitat Fackler, D., Schnabel, C., & Wagner, J. (2013). Establishment exits in Germany: the role of size and age. Small Business Economics, 41(3), 683–700. doi:10.1007/s11187-012-9450-z. Fackler, D., Schnabel, C., & Wagner, J. (2013). Establishment exits in Germany: the role of size and age. Small Business Economics, 41(3), 683–700. doi:10.​1007/​s11187-012-9450-z.
Zurück zum Zitat Fitzgerald, J., Gottschalk, P., & Moffitt, R. (1998). An analysis of sample attrition in panel data: the Michigan panel study of income dynamics. The Journal of Human Resources, 33(2), 251–299. doi:10.3386/t0220. Fitzgerald, J., Gottschalk, P., & Moffitt, R. (1998). An analysis of sample attrition in panel data: the Michigan panel study of income dynamics. The Journal of Human Resources, 33(2), 251–299. doi:10.​3386/​t0220.
Zurück zum Zitat Foster, L., Haltiwanger, J. and Krizan, C. J. (2001). Aggregate Productivity Growth Lessons from Microeconomic Evidence, in (editors) C. Hulten, E. Dean and M. Harper, New Developments in Productivity Analysis (2001), (pp. 303–372). Chicago: University of Chicago Press. doi:10.3386/w6803 Foster, L., Haltiwanger, J. and Krizan, C. J. (2001). Aggregate Productivity Growth Lessons from Microeconomic Evidence, in (editors) C. Hulten, E. Dean and M. Harper, New Developments in Productivity Analysis (2001), (pp. 303–372). Chicago: University of Chicago Press. doi:10.​3386/​w6803
Zurück zum Zitat Foster, L., Haltiwanger, J., & Syverson, C. (2008). Reallocation, firm turnover, and efficiency: selection on productivity or profitability? American Economic Review, 98(1), 394–425. doi:10.1257/aer.98.1.394. Foster, L., Haltiwanger, J., & Syverson, C. (2008). Reallocation, firm turnover, and efficiency: selection on productivity or profitability? American Economic Review, 98(1), 394–425. doi:10.​1257/​aer.​98.​1.​394.
Zurück zum Zitat Frazer, G. (2005). Which firms die? A look at manufacturing firm exit in Ghana. Economic Development and Cultural Change, 53(3), 585–617. doi:10.1086/427246. Frazer, G. (2005). Which firms die? A look at manufacturing firm exit in Ghana. Economic Development and Cultural Change, 53(3), 585–617. doi:10.​1086/​427246.
Zurück zum Zitat Hallward-Driemeier, M., & Rijkers, B. (2013). Do crises catalyze creative destruction? Firm-level evidence from Indonesia. The Review of Economics and Statistics, 95(5), 1788–1810. doi:10.1596/1813-9450-5869. Hallward-Driemeier, M., & Rijkers, B. (2013). Do crises catalyze creative destruction? Firm-level evidence from Indonesia. The Review of Economics and Statistics, 95(5), 1788–1810. doi:10.​1596/​1813-9450-5869.
Zurück zum Zitat Harhoff, D., Stahl, K., & Woywode, M. (1998). Legal form, growth and exit of west German firms. Journal of Industrial Economics, 46, 453–488. doi:10.1111/1467-6451.00083. Harhoff, D., Stahl, K., & Woywode, M. (1998). Legal form, growth and exit of west German firms. Journal of Industrial Economics, 46, 453–488. doi:10.​1111/​1467-6451.​00083.
Zurück zum Zitat Hopenhayn, H. (1992). Entry, exit, and firm dynamics in long run equilibrium. Econometrica, 60(5), 1127–1150. doi:10.2307/2951541. Hopenhayn, H. (1992). Entry, exit, and firm dynamics in long run equilibrium. Econometrica, 60(5), 1127–1150. doi:10.​2307/​2951541.
Zurück zum Zitat Hopenhayn, H., & Rogerson, R. (1993). Job turnover and policy evaluation: a general equilibrium analysis. Journal of Political Economy, 101(5), 915–938. doi:10.1086/261909. Hopenhayn, H., & Rogerson, R. (1993). Job turnover and policy evaluation: a general equilibrium analysis. Journal of Political Economy, 101(5), 915–938. doi:10.​1086/​261909.
Zurück zum Zitat Keil, T., & Pe’era, A. (2012). Are all startups affected similarly by clusters? Agglomeration, competition, firm heterogeneity, and survival. Journal of Business Venturing, 28(3), 354–372. doi:10.1007/s11747-012-0316-3. Keil, T., & Pe’era, A. (2012). Are all startups affected similarly by clusters? Agglomeration, competition, firm heterogeneity, and survival. Journal of Business Venturing, 28(3), 354–372. doi:10.​1007/​s11747-012-0316-3.
Zurück zum Zitat Khandker, S. R. (2005). Microfinance and poverty: evidence using panel data from Bangladesh. The World Bank Economic Review, 19(2), 263–286. doi:10.1093/wber/lhi008. Khandker, S. R. (2005). Microfinance and poverty: evidence using panel data from Bangladesh. The World Bank Economic Review, 19(2), 263–286. doi:10.​1093/​wber/​lhi008.
Zurück zum Zitat King, R., & Levine, R. (1993). Finance, entrepreneurship, and growth: theory and evidence. Journal of Monetary Economics, 32(3), 513–542. doi:10.12691/ijefm-2-2-1. King, R., & Levine, R. (1993). Finance, entrepreneurship, and growth: theory and evidence. Journal of Monetary Economics, 32(3), 513–542. doi:10.​12691/​ijefm-2-2-1.
Zurück zum Zitat Klapper, L. and Richmond, C. (2011). “Patterns of Business Creation, Survival and Growth Evidence from Africa”, Policy Research Working Paper 5828. doi:10.1596/1813-9450-5828 Klapper, L. and Richmond, C. (2011). “Patterns of Business Creation, Survival and Growth Evidence from Africa”, Policy Research Working Paper 5828. doi:10.​1596/​1813-9450-5828
Zurück zum Zitat Levine, R. (2005). Finance and Growth: Theory and Evidence. In P. Aghion and S. Durlauf (Eds.), Handbook of Economic Growth, (pp. 865–934). Netherlands: Elsevier Science. Levine, R. (2005). Finance and Growth: Theory and Evidence. In P. Aghion and S. Durlauf (Eds.), Handbook of Economic Growth, (pp. 865–934). Netherlands: Elsevier Science.
Zurück zum Zitat Liu, L. and Tybout, J. (1996). Productivity Growth in Colombia and Chile: Panel-based Evidence on the Role of Entry, Exit, and Learning. In M. Roberts and J. Tybout (Eds.), (pp. ) Liu, L. and Tybout, J. (1996). Productivity Growth in Colombia and Chile: Panel-based Evidence on the Role of Entry, Exit, and Learning. In M. Roberts and J. Tybout (Eds.), (pp. )
Zurück zum Zitat Melitz, M. (2003). The impact of trade on intra-industry reallocations and aggregate industry productivity. Econometrica, 71(6), 1695–1725. doi:10.1111/1468-0262.00467. Melitz, M. (2003). The impact of trade on intra-industry reallocations and aggregate industry productivity. Econometrica, 71(6), 1695–1725. doi:10.​1111/​1468-0262.​00467.
Zurück zum Zitat Mengistae, T. (2006) Competition and entrepreneurs’ human capital in small business longevity and growth. Journal of Development Studies, Taylor & Francis Journals, 42(5), 812–836. doi:10.1080/00220380600742050. Mengistae, T. (2006) Competition and entrepreneurs’ human capital in small business longevity and growth. Journal of Development Studies, Taylor & Francis Journals, 42(5), 812–836. doi:10.​1080/​0022038060074205​0.
Zurück zum Zitat Olley, S., & Pakes, A. (1996). The dynamics of productivity in the telecommunications equipment industry. Econometrica, 64(6), 1263–1297. doi:10.2307/2171831 Olley, S., & Pakes, A. (1996). The dynamics of productivity in the telecommunications equipment industry. Econometrica, 64(6), 1263–1297. doi:10.​2307/​2171831
Zurück zum Zitat Pavcnik, N. (2002). Trade liberalization, exit, and productivity improvements: evidence from Chilean plants. Review of Economic Studies, 69(1), 245–276. doi:10.1111/1467-937X.00205. Pavcnik, N. (2002). Trade liberalization, exit, and productivity improvements: evidence from Chilean plants. Review of Economic Studies, 69(1), 245–276. doi:10.​1111/​1467-937X.​00205.
Zurück zum Zitat Perez, S. E., Llopis, A. S., & Llopis, J. A. (2004). The determinants of survival of Spanish manufacturing firms. Review of Industrial Organization, 25(3), 251–273. doi:10.1007/s11151-004-1972-3. Perez, S. E., Llopis, A. S., & Llopis, J. A. (2004). The determinants of survival of Spanish manufacturing firms. Review of Industrial Organization, 25(3), 251–273. doi:10.​1007/​s11151-004-1972-3.
Zurück zum Zitat Soderbom, M., Teal, F., & Harding, A. (2006). The determinants of survival among African manufacturing firms. Economic Development and Cultural Change, 54(3), 533–555. doi:10.1086/500030. Soderbom, M., Teal, F., & Harding, A. (2006). The determinants of survival among African manufacturing firms. Economic Development and Cultural Change, 54(3), 533–555. doi:10.​1086/​500030.
Zurück zum Zitat Thomas, D., Frankenberg, E., & Smith, J. P. (2001). Lost but not forgotten: attrition and follow-up in the Indonesia family life survey. Journal of Human Resources, 36(3), 556–592. doi:10.2307/3069630. Thomas, D., Frankenberg, E., & Smith, J. P. (2001). Lost but not forgotten: attrition and follow-up in the Indonesia family life survey. Journal of Human Resources, 36(3), 556–592. doi:10.​2307/​3069630.
Zurück zum Zitat Young, M., Ahstrom, D., & Bruton, G. (2004). The globalization of corporate governance in East Asia: the ‘transnational’ solution. Management and International Review, 2, 31–50. doi:10.1007/978-3-322-90997-8_3. Young, M., Ahstrom, D., & Bruton, G. (2004). The globalization of corporate governance in East Asia: the ‘transnational’ solution. Management and International Review, 2, 31–50. doi:10.​1007/​978-3-322-90997-8_​3.
Metadaten
Titel
As the market churns: productivity and firm exit in developing countries
verfasst von
Gemechu Aga
David Francis
Publikationsdatum
11.01.2017
Verlag
Springer US
Erschienen in
Small Business Economics / Ausgabe 2/2017
Print ISSN: 0921-898X
Elektronische ISSN: 1573-0913
DOI
https://doi.org/10.1007/s11187-016-9817-7

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