ArticlePloS one2023
The "heterogeneous" effect of government grants on bank lending.
Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
1 citing paper in PubMed.
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study aims to test whether banks can recognize different signals from different types of government grants received by their clients and respond differently. Using a novel panel data set from China, we construct a three-way fixed-effect regression model and empirically explore the effect of government grants received by banks' clients on banks' lending decisions. We find that banks have heterogeneous attitudes towards their clients when the clients receive different types of government grants. In particular, we discover that banks behave positively toward clients who receive "development supportive" grants but negatively toward clients who receive "helping hand" grants. The main results hold after a series of robustness tests. Our study offers fresh perceptions on how banks see government grants of their clients while making lending choices. Our finds will offer certain inspirations for government grant policies and bank lending decisions.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.