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FINANCIAL ECONOMICS

Do efficiencies really matter? Analysing the housing finance sector and deriving insights through data envelopment analysis

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Article: 2285158 | Received 30 Mar 2023, Accepted 14 Nov 2023, Published online: 27 Nov 2023

Figures & data

Table 1. No. Of HFCs registered under NHB

Figure 1. No. Of papers published on DEA from 1995 to 2021.

Source: Author’s estimationNote: The figures shown in the graph are the studies having application of DEA in banking sectors around the globe. The data has been retrieved from Scopus.
Figure 1. No. Of papers published on DEA from 1995 to 2021.

Figure 2. Country-wise publication of research papers on DEA.

Source: Author’s estimationNote: The figures shown in the graph are the studies having application of DEA in banking sectors around the globe.
Figure 2. Country-wise publication of research papers on DEA.

Table 2. List of Housing Finance companies considered for the study

Table 3. Input and output variables considered for the study

Table 4. Overall relative efficiency scores of the HFCs (large size firms)

Table 5. Overall relative efficiency scores of the HFCs (small size firm)

Table 6. Summarised statistics of efficiency scores

Table 7. Malmquist index summary of HFCs (large size firm)

Table 8. Malmquist index summary of HFCs (small size firm)

Table 9. Malmquist index summary of annual means (large size firm)

Table 10. Malmquist index summary of annual means (small size firm)

Table 11. Definitions, measurements and notations of the variables

Table 14. Descriptive statistics of variables (large size firm)

Table 15. Tobit regression model (large size firm)

Table 12. Descriptive statistics of variables (small size firm)

Table 13. Tobit regression model (small size firm)

Supplemental material