The impact of district borrowing

Long-term local government borrowing is justified theoretically on efficiency and intertemporal equity grounds. But the empirical effects of borrowing have not been widely studied. In this paper I estimate a difference-in-differences model to assess the impact of long-term district borrowing on capital spending, own fiscal capacity, public service provision, and external financial audit opinions. I find that, in general, district borrowing led to a significant increase in capital spending but that it had no effect on own-source revenue generation or service provision; on the other hand, borrowing appears to have resulted in a sharp decline in audit outcomes. I also investigate heterogeneity in borrowing effects by sorting districts into two groups: those that are relatively worse or better governed as based on pre-treatment audit opinions. District borrowing led to a similar increase in capital spending across the two groups. At the same time, borrowing among better-governed districts resulted in rising own-source revenues as well as improved household service access; borrowing had no effect on own-source revenue generation or service access in worse-governed districts. Finally, I also determine that borrowing’s negative impact on audit outcomes was exclusively concentrated in poorly governed districts. The empirical results in this paper provide a clear rationale for encouraging more local borrowing, but only among those districts that are well governed.

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Publication Details

Journal
Bulletin of Indonesian Economic Studies
Published
2026-08-26
DOI
https://doi.org/10.1080/00074918.2026.2722647
Primary Topic
Regional Economics and Spatial Analysis
Type
article
Field-Weighted Citation Impact
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article

The impact of district borrowing

Blane D. Lewis
Bulletin of Indonesian Economic Studies
Regional Economics and Spatial Analysis
article

The impact of district borrowing

Blane D. Lewis
article en

Abstract

Long-term local government borrowing is justified theoretically on efficiency and intertemporal equity grounds. But the empirical effects of borrowing have not been widely studied. In this paper I estimate a difference-in-differences model to assess the impact of long-term district borrowing on capital spending, own fiscal capacity, public service provision, and external financial audit opinions. I find that, in general, district borrowing led to a significant increase in capital spending but that it had no effect on own-source revenue generation or service provision; on the other hand, borrowing appears to have resulted in a sharp decline in audit outcomes. I also investigate heterogeneity in borrowing effects by sorting districts into two groups: those that are relatively worse or better governed as based on pre-treatment audit opinions. District borrowing led to a similar increase in capital spending across the two groups. At the same time, borrowing among better-governed districts resulted in rising own-source revenues as well as improved household service access; borrowing had no effect on own-source revenue generation or service access in worse-governed districts. Finally, I also determine that borrowing’s negative impact on audit outcomes was exclusively concentrated in poorly governed districts. The empirical results in this paper provide a clear rationale for encouraging more local borrowing, but only among those districts that are well governed.

Bulletin of Indonesian Economic Studies
Australian National University (AU)
Decent work and economic growth
Openalex Percentile: Top 5%
Regional Economics and Spatial Analysis
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