Asian Economic Journal 2008, Vol. 22 No. 3, 267–287 267
© 2008 The Authors
Journal compilation © 2008 East Asian Economic Association and Blackwell Publishing Ltd.
Backyard Hog Production Efficiency:
Evidence from the Philippines*
Amin W. Mugera and Allen M. Featherstone
Received 4 September 2007; Accepted 22 February 2008
This article investigates the economic efficiency and the factors associated with
efficiency for a sample of 126 hog producers in the Philippines. The input-
oriented efficiency indices are computed and bootstrapped using data envelopment
analysis. Econometric analysis of the factors influencing the efficiency indices
are conducted using the Tobit model. Fixed capital does not influence the
efficiency scores, whereas labor does negatively influence the efficiency indices.
On average, technical efficiency is low, an indication that most households are
not using the most efficient technology. Scale efficiency is fairly high but con-
strained by lack of operating capital and managerial skills. Technical efficiency is
constrained by lack of access to credit and limited experience in hog production.
Keywords: technical efficiency, scale efficiency, backyard hog production, boot-
strap, data envelopment analysis, the Philippines.
JEL classification codes: D13, O13, Q12, R30.
doi: 10.1111/j.1467-8381.2008.00278.x
I. Introduction
Globalization of the swine industry is leading to the disappearance of small
inefficient production systems within developing countries and the emergence
of highly efficient large scale production systems, with low production costs
(Black, 2000). Agricultural production systems are still at the center of development
in many countries and the long-term economic development of these countries
crucially depends on an efficient use of scarce resources at the micro level. In
the Philippines, livestock and poultry production have been the top performers
in the agricultural sector, with consistent accelerated growth rates since 1980.
This growth is attributed to increased domestic demand, productivity gains
resulting from a shift from small to large scale operations, the adoption of new
technologies embedded in imported breeds, access to veterinary medicines, and
feed ingredients (Rola et al., 2003). The swine industry accounts for over
75 percent of livestock production and approximately 80 percent of livestock
* Mugera (corresponding author): Department of Agricultural Economics, 342 Waters Hall,
Kansas State University, Manhattan, KS 66502-4011. Email: amugera@agecon.ksu.edu. Featherstone
(same address as Mugera). Email: afeather@ksu.edu. We acknowledge the International Food
Policy Research Institute (IFPRI) for providing the data used in this study: Philippines smallholder
livestock production dataset, 2000–2001.