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Table 1.

Preliminary indices selected based on literature review.

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Table 2.

Indicators to assess efficiency of scientific research in colleges and universities.

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Table 3.

Inputs and outputs of scientific research by colleges and universities in China’s top 10 urban agglomerations in 2020.

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Table 4.

Efficiency of the inputs and outputs of scientific research in universities in China’s 10 densest urban agglomerations in 2016 and 2020.

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Table 5.

Annual average values of input and output indicators of scientific research by universities in the Chengdu-Chongqing economic circle.

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Table 6.

Efficiency of research-oriented universities in Chengdu–Chongqing economic circle from 2014 to 2018.

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Fig 1.

Efficiency of research-oriented universities in Chengdu–Chongqing economic circle from 2014 to 2018.

Source: "Compilation of Science and Technology Statistics of Higher Education Institutions” in 2012–2018, compiled in DEAP2.1 software.

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Table 7.

Research efficiency of research universities in Chengdu–Chongqing economic circle in 2018.

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Table 8.

Predictive analysis of non-DEA-effective universities.

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Table 9.

Target values of input and output of scientific research in non-DEA-effective universities.

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