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Regional income disparity in Indonesia: a panel data analysis.

Publication: ASEAN Economic Bulletin

Publication Date: 01-APR-06

Author: Resosudarmo, Budy P. ; Vidyattama, Yogi
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COPYRIGHT 2006 Institute of Southeast Asian Studies (ISEAS)

I. Introduction

Since the beginning of the 1990s, the disparity of income per capita across regions in Indonesia has become a crucial topic. From then onwards, regions that fell behind started showing their dissatisfaction with the central government, demanding larger income transfers and greater authority in constructing their development plans. Rapid political change finally took place a few years after the economic crisis of 1997: Indonesia drastically shifted from a highly centralistic government system to a highly decentralized one in 2001 (Alm, Aten, and Bahl 2001; Tadjoedin, Sjuharyo, and Mishra 2001; Balisacan, Pernia, and Asra 2002). Yet the issue of regional income per capita disparity has not disappeared, and the reasons for this have not yet been discovered. Figure 1 shows that income per capita disparity, measured by coefficient variations of GDP per capita, has remained relatively the same throughout the 1990s as well as throughout the decentralization era.

[FIGURE 1 OMITTED]

Not only in Indonesia but throughout the world, the existence of income, or output, per capita disparity among regions or countries has been an important issue. In the past two decades, a huge amount of research has been conducted on this subject; particularly on finding the determinants of income or output per capita and whether there is evidence of income or output per capita convergence. For example, Barro and Sala-I-Martin (1990), Dowrick and Quiggin (1997), and Mankiw, Romer, and Weil (1992) are some of the well-known econometric works on this issue. Nevertheless, the debate as to what the determinants of income or output per capita are and whether there is evidence of income or output per capita convergence is still far from resolved. One important criticism, as mentioned by Casselli, Esquivel, and Lefort (1996), is that most of this econometric work suffers from the problem of omitted variables and endogeneity bias.

The three specific goals of this paper are as follows. First, the paper will show that disparity of provincial income per capita is relatively severe and will outline the debate as to whether there is a convergence of provincial income per capita. To pursue this goal and to provide a better understanding of provincial income per capita disparity in Indonesia, the paper will briefly present historical patterns of provincial income per capita for the country from the early 1970s until early 2002, as well as describe historical data and previous works related to the convergence or divergence of provincial income per capita.

Second, the paper will intensively research the existence of a provincial income per capita growth convergence. Lastly, it will investigate the determinants of provincial growth of income per capita. To achieve the last two goals, this paper will utilize a panel data technique that recognizes fixed effect or random effect terms (Wooldridge 2002) and the general specification growth model suggested by Barro (1991) to estimate a regional growth model. The novelty of this paper is that it uses the regional panel data within a country, namely the 1993-2002 Indonesian provincial data set, (1) whereas most works on growth have relied on an inter-country data set.

The outline of the remainder of this paper is as follows. Section II describes brief historical patterns of provincial income per capita and its growth in Indonesia. Section III explains the basic growth model developed in this paper while section IV describes the data set. The fifth and sixth sections present the estimation results and discussion. Finally, section VII is on the shortcomings and conclusions of this paper.

II. Brief Historical Pattern of Regional Income Disparity

The indicator utilized in this paper for regional income per capita is the provincial gross domestic product (GDP) per capita. Data on provincial GDP is available and has been used by the majority of works in this area. For Indonesia, data on this indicator has been available since the early 1970s from the Statistics Board of Indonesia (Badan Pusat Statistik, or BPS) and their quality is relatively reliable. This section divides the observation period into three periods; i.e. the 1971-83 period, which coincides with a natural resources boom, the 1984-96 period, when Indonesia conducted various economic reforms, namely trade, investment and financial liberalization, to boost the growth of non-resource based industries as the income from natural resources was declining during this period, and the 1997-2002 period, which is the period of economic crisis and recovery. It is well known that a major economic crisis hit Indonesia in 1997-98, and it has been struggling to recover since then. See Table 1.

The general situation in 1971 was that GDP per capita in Java's provinces was in general lower than in the off-Java islands, except for a few provinces in Sulawesi and Nusa Tenggara. From 1972 to 1983, the five fastest growing provinces were East Kalimantan, Aceh, Papua, Riau, and Jakarta. Looking at the GDP per capita without including mining for the same period, the growth rates for East Kalimantan, Aceh, Papua, and Riau were significantly lower, confirming the important role of mining for these provinces; i.e. oil and gas for East Kalimantan, Aceh, and Riau, and minerals for Papua. For Jakarta, the development of manufacturing activities was the main reason. During this period, two provinces, Lampung and Jambi, grew at negative annual rates since their population growth was greater than the growth in GDP, mainly because they received a significant number of migrants from Java during this period (Bakir and Humaidi 1989).

From the mid-1980s to the mid-1990s, the highest average annual per capita GDP growth was achieved by Bali although it had never been in the ten highest growth provinces. In fact, neither had any of the other fastest growing provinces--Lampung, Central Java, North Sumatra, and East Java. North Sumatra, and Lampung were previously among the five lowest growth provinces in terms of GDP per capita. Furthermore, Aceh, Riau, and East Kalimantan, which were previously among the fastest growing provinces, were now among the five slowest.

For Bali, the main reason was the tourism boom during the 1970s and 1980s, particularly since the Ngurah Ray (Bali) airport was opened as an international airport in the early 1970s. For Lampung, Central Java, North Sumatra, and East Java, as for other regions in Java and some...

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