Does Investment in Advertising Boost Economic Performance? Firm-Level Evidence of Ecuadorian Manufacturing
DOI:
https://doi.org/10.4067/S0718-27242019000400100Keywords:
Productivity, advertising, firm strategy, intangible capital.Abstract
This paper examines how the firm´s advertising investments are related to different measures of economic and productivity performance during 2007 – 2017 in Ecuadorian manufacturing. Particularly, this study analyzes if firms that have advertising investments have better economic and productivity performance compare to non-advertising investment firms. In addition, this looks for evidence on how the different advertising strategies may affect productivity and gross revenue in both advertising and non-advertising firms. For this, this paper estimates the total factor productivity (TFP) at firm-level using a semi-parametric approach to reduce the simultaneous and endogeneity problems in the selection of inputs. The estimation results show that manufacturing firms which invest in advertising have an Advertising Premia on economic and productivity indicators, this premia is higher on economic outcomes. Also, the findings are that continuing advertising investment strategy firms have higher TFP, labor productivity, and gross revenue than exiting advertising investment firms, suggesting self-selection in the exit side of the market but not in the entry side of the market. Finally, the study finds that after firms entering to invest in advertising, firms experience an improvement on TFP, labor productivity, and gross revenue growth, which are in favor of learning by advertising hypothesis.Downloads
References
Aaker, D., & Myers, J. (1987). Advertising management. Englewood Cliffs: Prentice-Hall.
Ackerberg, D., Caves, K., & Frazer, G. (2015). Identification properties of recent production function estimators. Econometrica, 83(6), 2411-2451. doi:10.3982/ECTA13408
Agarwal, J. (1980). Determinants of foreign direct investment: A survey. Weltwirtschaftliches Archiv, 116(4), 739-773. doi: 10.1007/BF02696547
Ali Shah, S., & Akbar, S. (2008). Value relevance of advertising expenditure: A review of the literature. International Journal of Management Reviews, 10(4), 301-325. doi:10.1111/j.1468-2370.2007.00228.x
Añón Higón, D., Gómez, J., & Vargas, P. (2017). Complementarities in innovation strategy: do intangibles play a role in enhancing firm performance? Industrial and Corporate Change, 26(5), 865-886. doi:10.1093/icc/dtw055
Aquino, J. (2015). Estimación de la Productividad Total de Factores de Paraguay: mediciones alternativas. Ministerio de Hacienda, Dirección de Estudios Económicos. Asunción: Ministerio de Hacienda.
Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The review of economic studies, 58(2), 277-297. doi: 10.2307/2297968
Askenazy, P., Breda, T., & Irac, D. (2016). Advertising and R&D: theory and evidence from France. Economics of Innovation and New Technology, 25(1), 33-56. doi:10.1080/10438599.2015.1046670
Assaf, A., Josiassen, A., Mattila, A., & Cvelbar, L. (2015). Does advertising spending improve sales performance? International Journal of Hospitality Management, 48, 161-166. doi:10.1016/j.ijhm.2015.04.014
Balasubramanian, N., & Lieberman, M. (2010). Industry learning environments and the heterogeneity of firm performance. Strategic Management Journal, 31(4), 390-412. doi:10.1002/smj.816
Baye, M., Jansen, D., & Lee, J.-W. (1992). Advertising effects in complete demand systems. Applied Economics, 24(10), 1087-1096. doi: 10.1080/00036849200000001
Blundell, R., & Bond, S. (2000). GMM estimation with persistent panel data: an application to production functions. Econometric Reviews, 19(3), 321–340. doi:10.1080/07474930008800475
Bontempi, M., & Mairesse, J. (2015). Intangible capital and productivity at the firm level: a panel data assessment. Economics of Innovation and New Technology, 24(1-2), 22-51. doi:10.1080/10438599.2014.897859
Bournakis, I., & Mallick, S. (2018). TFP estimation at firm level: The fiscal aspect of productivity convergence in the UK. Economic Modelling, 70, 579-590. doi:10.1016/j.econmod.2017.11.021
Bravo-Ortega, C., Benavente, J., & González, Á. (2014). Innovation, exports, and productivity: Learning and self-selection in Chile. Emerging Markets Finance and Trade, 50(sup1), 68-95. doi:10.2753/REE1540-496X5001S105
Camino, S. (2017). Estimación de una función de producción y análisis de la productividad: El sector de innovación global en mercados locales. Estudios Gerenciales, 33(145), 400-411. doi:10.1016/j.estger.2017.10.004
Camino-Mogro, S., Armijos-Bravo, G., & Cornejo-Marcos, G. (2018). Productividad Total de los Factores en el sector manufacturero ecuatoriano: evidencia a nivel de empresa. Cuadernos de Economía, 41(117), 241-261. doi:10.32826/cude.v41i117.91
Chauvin, K., & Hirschey, M. (1993). Advertising, R&D expenditures and the market value of the firm. Financial management, 22(4), 128-140. doi:10.2307/3665583
Chen, J., & Waters, G. (2017). Firm efficiency, advertising and profitability: Theory and evidence. The Quarterly Review of Economics and Finance, 63(1), 240-248. doi:10.1016/j.qref.2016.04.004
Coello-Montecel, D. (2017). ¿Poder de Mercado o Eficiencia?: Determinantes de la Rentabilidad del Sector Manufacturero Ecuatoriano Durante el Período Post Dolarización. X-pedientes Económicos, 1(1), 56-77.
Comanor, W., & Wilson, T. (1974). Advertising and market power. Cambridge,MA: Harvard University Press.
Connolly, R., & Hirschey, M. (1984). R & D, Market Structure and Profits: A Value-Based Approach. The Review of Economics and Statistics, 66(4), 682-686. doi:10.2307/1935995
Corchón, L., & Marini, M. (2018). Handbook of Game Theory and Industrial Organization (Vol. 2). (L. Corchón, & M. Marini, Eds.) Massachusetts, EEUU: Edward Elgar Publishing.
Corrado, C., Hulten, C., & Sichel, D. (2005). Measuring Capital and Technology: An Expanded Framework. In Measuring capital in the new economy (pp. 11-46). Chicago, EEUU: University of Chicago Press.
Corrado, C., Hulten, C., & Sichel, D. (2009). Intangible capital and US economic growth. Review of income and wealth, 55(3), 661-685. doi:10.1111/j.1475-4991.2009.00343.x
Crass, D., & Peters, B. (2014). Intangible assets and firm-level productivity. ZEW-Centre for European Economic Research Discussion Paper, 14-120. doi:10.2139/ssrn.2562302
Crass, D., Licht, G., & Peters, B. (2015). Intangible assets and investments at the sector level: Empirical evidence for Germany. In Intangibles, Market Failure and Innovation Performance (pp. 57-111). Springer, Cham.
Cucculelli, M., & Bettinelli, C. (2015). Business models, intangibles and firm performance: evidence on corporate entrepreneurship from Italian manufacturing SMEs. Small Business Economics, 45(2), 329-350. doi:10.1007/s11187-015-9631-7
De loecker, J. (2011). Product differentiation, multiproduct firms, and estimating the impact of trade liberalization on productivity. Econometrica, 79(5), 1407-1451. doi:10.3982/ECTA7617
De Mello Jr, L. (1997). Foreign direct investment in developing countries and growth: A selective survey. The Journal of Development Studies, 34(1), 1-34. doi:10.1080/00220389708422501
Dorfman, R., & Steiner, P. (1954). Optimal advertising and optimal quality. The American Economic Review, 44(5), 826-836.
Echavarría, J., Arbeláez, M., & Rosales, M. (2006). La productividad y sus determinantes: el caso de la industria colombiana. Desarrollo y Sociedad, 57(1), 77-122. doi:10.13043/dys.57.3
Eng, L., & Keh, H. (2007). The effects of advertising and brand value on future operating and market performance. Journal of Advertising, 36(4), 91-100. doi:10.2753/JOA0091-3367360407
Ennen, E., & Richter, A. (2010). The whole is more than the sum of its parts—or is it? A review of the empirical literature on complementarities in organizations. Journal of Management, 36(1), 207-233. doi:10.1177/0149206309350083
Erickson, G. (1992). Empirical analysis of closed-loop duopoly advertising strategies. Management Science, 38(12), 1732-1749. doi:10.1287/mnsc.38.12.1732
Erickson, G., & Jacobson, R. (1992). Gaining comparative advantage through discretionary expenditures: The returns to R&D and advertising. Management Science, 38(9), 1264-1279. doi:10.1287/mnsc.38.9.1264
Fariñas, J., & Martín-Marcos, A. (2007). Exporting and Economic Performance: Firm‐level Evidence of Spanish Manufacturing. The World Economy, 30(4), 618-646. doi:10.1111/j.1467-9701.2007.01007.x
Fariñas, J., López, A., & Martín-Marcos, A. (2014). Assessing the impact of domestic outsourcing and offshoring on productivity at the firm level. Applied Economics, 46(15), 1814-1828. doi:10.1080/00036846.2014.884704
Fombrun, C., Gardberg, N., & Barnett, M. (2000). Opportunity platforms and safety nets: Corporate citizenship and reputational risk. Business and society review, 105(1), 85-106. doi:10.1111/0045-3609.00066
Frieder, L., & Subrahmanyam, A. (2005). Brand perceptions and the market for common stock. Journal of financial and Quantitative Analysis, 40(1), 57-85.
Gupta, S., & Steenburgh, T. (2008). Allocating marketing resources. (R. A. Marketing Mix Decisions: New Perspectives and Practices, Ed.) Chicago, IL, EEUU: American Marketing Association.
Hall, B., Mairesse, J., & Mohnen, P. (2010). Measuring the Returns to R&D. In Handbook of the Economics of Innovation (Vol. 2, pp. 1033-1082). North-Holland.
Han, B., & Manry, D. (2004). The value-relevance of R&D and advertising expenditures: Evidence from Korea. The International Journal of Accounting, 39(2), 155-173. doi:10.1016/j.intacc.2004.02.002
Hanssens, D., Parsons, L., & Schultz, R. (1999). Market Response Models:Econometric and Time Series Analysis. Boston. MA: Kluwer Academic Publishers.
Hirschey, M. (1982). Intangible capital aspects of advertising and R & D expenditures. The Journal of Industrial Economics, 34(4), 375-390. doi:10.2307/2097924
Hoberg, G., & Phillips, G. (2016). Text-based network industries and endogenous product differentiation. Journal of Political Economy, 124(5), 1423-1465. doi:10.1086/688176
Hofman, A., Mas, M., Aravena, C., & Fernández de Guevara, J. (2017). Crecimiento económico y productividad en Latinoamérica. El proyecto LA-KLEMS. El trimestre económico, 84(334), 259-306. doi:10.20430/ete.v84i334.302
Jaumandreu, J., & Mairesse, J. (2017). Disentangling the effects of process and product innovation on cost and demand. Economics of Innovation and New Technology, 26(1-2), 150-167. doi:10.1080/10438599.2016.1205276
Joshi, A., & Hanssens, D. (2009). Movie advertising and the stock market valuation of studios: a case of “great expectations?". Marketing Science, 28(2), 239-250. doi:10.1287/mksc.1080.0392
Joshi, A., & Hanssens, D. (2010). The direct and indirect effects of advertising spending on firm value. Journal of Marketing, 74(1), 20-33. doi:10.1509/jmkg.74.1.20
Kihlstrom, R., & Riordan, M. (1984). Advertising as a Signal. Journal of Political Economy, 92(3), 427-450. doi:10.1086/261235
Kirmani, A., & Wright, P. (1989). Money talks: Perceived advertising expense and expected product quality. Journal of consumer research, 16(3), 344-353. doi:10.1086/209220
Kirmani, A., & Zeithaml, V. (1993). Advertising, perceived quality, and brand image. Hillsdale, NJ: Lawrence Erlbaum Associates.
Kor, Y., & Mahoney, J. (2005). How dynamics, management, and governance of resource deployments influence firm‐level performance. Strategic Management Journal, 26(5), 489-496. doi:10.1002/smj.459
Kremer, S., Bijmolt, T., Leeflang, P., & Wieringa, J. (2008). Generalizations on the effectiveness of pharmaceutical promotional expenditures. International Journal of Research in Marketing, 25(4), 234-246. doi:10.1016/j.ijresmar.2008.08.001
Lambin, J.-J. (1976). Advertising, competition and market conduct in oligopoly over time. Amsterdam: North Holland Publishing, Co.
Leone, R. (1995). Generalizing what is known about temporal aggregation and advertising carryover. Marketing Science, 14(3), G141-G150. doi:10.1287/mksc.14.3.g141
Lev, B. (2005). Intangible Assets: Concepts and Measurements. In Encyclopedia of Social Measurement (pp. 299–305). Elsevier Inc.
Levinsohn, J., & Petrin, A. (2003). Estimating production functions using inputs to control for unobservables. The Review of Economic Studies, 70(2), 317-341. doi:10.1111/1467-937X.00246
López, A. (2014). Outsourcing and firm productivity: a production function approach. Empirical Economics, 47(3), 977-998. doi:10.1007/s00181-013-0770-x
Luo, X., & de Jong, P. (2012). Does advertising spending really work? The intermediate role of analysts in the impact of advertising on firm value. Journal of the Academy of Marketing Science, 40(4), 605-624. doi:10.1007/s11747-010-0240-3
Martin, S. (1979). Advertising, concentration, and profitability: the simultaneity problem. The Bell Journal of Economics, 10(2), 639-647.
Mavrommati, A., & Papadopoulos, A. (2005). Measuring advertising intensity and intangible capital in the Greek food industry. Applied Economics, 37(15), 1777-1787. doi: 10.1080/00036840500217267
Mela, C., Gupta, S., & Lehmann, D. (1997). The long-term impact of promotion and advertising on consumer brand choice. Journal of Marketing research, 34(2), 248-261. doi:10.1177/002224379703400205
Mesak, H. (1992). An aggregate advertising pulsing model with wearout effects. Marketing Science, 11(3), 310-326. doi:10.1287/mksc.11.3.310
Milgrom, P., & Roberts, J. (1986). Price and advertising signals of product quality. Journal of Political Economy, 94(4), 796-821. doi:10.1086/261408
Mizik, N., & Jacobson, R. (2003). Trading off between value creation and value appropriation: The financial implications of shifts in strategic emphasis. Journal of marketing, 67(1), 63-76. doi:10.1509/jmkg.67.1.63.18595
Mohnen, P., & Hall, B. (2013). Innovation and productivity: An update. Eurasian Business Review, 3(1), 47-65. doi:10.14208/BF03353817
Narayanan, S., Desiraju, R., & Chintagunta, P. (2004). Return on investment implications for pharmaceutical promotional expenditures: The role of marketing-mix interactions. Journal of Marketing, 68(4), 90-105. doi:10.1509/jmkg.68.4.90.42734
Netter, J. (1982). Excessive advertising: An empirical analysis. The Journal of Industrial Economics, 30(4), 361-373. doi:10.2307/2097923
Niebel, T., O'Mahony, M., & Saam, M. (2017). The contribution of intangible assets to sectoral productivity growth in the EU. Review of Income and Wealth, 63(s1), 1-19. doi:10.1111/roiw.12248
Olley, G., & Pakes, A. (1996). The dynamics of productivity in the telecommunications equipment industry. Econometrica, 64(6), 1263–1297.
Osinga, E., Leeflang, P., Srinivasan, S., & Wieringa, J. (2011). Why do firms invest in consumer advertising with limited sales response? A shareholder perspective. Journal of Marketing, 75(1), 109-124. doi:10.1509/jm.75.1.109
Petrin, A., & Levinsohn, J. (2012). Measuring aggregate productivity growth using plant‐level data. The RAND Journal of Economics, 43(4), 705-725. doi:10.1111/1756-2171.12005
Porter, M. (1974). Consumer behavior, retailer power and market performance in consumer goods industries. The Review of Economics and Statistics, 56(4), 419-436. doi:10.2307/1924458
Saggi, K. (2002). Trade, foreign direct investment, and international technology transfer: A survey. The World Bank Research Observer, 17(2), 191-235. doi:10.1093/wbro/17.2.191
Salinger, M. (1984). Tobin's q, unionization, and the concentration-profits relationship. The Rand Journal of Economics, 15(2), 159-170. doi:10.2307/2555673
Solano-Solano, J., Camino-Mogro, S., & Alvarado, M. (2017). Análisis del entorno competitivo en el que operan las MIPYMES del sector manufacturero en Ecuador. Empresarial, 11(44), 53-62.
Srinivasan, R., Lilien, G., & Sridhar, S. (2011). Should firms spend more on research and development and advertising during recessions? Journal of Marketing, 75(3), 49-65. doi:10.1509/jmkg.75.3.49
Sun, S. (2014). Foreign entry and firm advertising intensity: evidence from China. Review of Industrial Organization, 45(1), 79-97. doi:10.1007/s11151-014-9426-z
Superintendencia de Compañías, Valores y Seguros del Ecuador. (2018, 06 01). Portal de Información / Societario. Retrieved 06 01, 2018, from Portal de Información / Societario: http://appscvs.supercias.gob.ec/portalInformacion/sector_societario.zul
Sutton, J. (1991). Sunk costs and market structure: Price competition, advertising, and the evolution of concentration. Cambridge, MA: MIT press.
Syverson, C. (2011). What determines productivity? Journal of Economic Literature, 49(2), 326-65. doi:10.1257/jel.49.2.326
Tirole, J. (1988). The theory of industrial organization. London, England: MIT press.
Urata, S., & Kawai, H. (2002). Technological progress by small and medium enterprises in Japan. Small Business Economics, 18(1-3), 53-67. doi:10.1023/A:1015117509680
Van Beveren, I. (2012). Total factor productivity estimation: a practical review. Journal of Economic Surveys, 26(1), 98–128. doi:10.1111/j.1467-6419.2010.00631.x
Van Biesebroeck, J. (2007). Robustness of Productivity Estimates. The Journal of Industrial Economics, 55(3), 529-569. doi:10.1111/j.1467-6451.2007.00322.x
Weiss, L. (1969). Advertising, Profits, and Corporate Taxes. The Review of Economics and Statistics, 51(4), 421-430. doi:10.2307/1926433
Wooldridge, J. (2015). Introductory econometrics: A modern approach (4th ed.). Nelson Education, Ltd., Ohio, USA: Nelson Education, Ltd.
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