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Fig 1.

Article structure.

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Fig 2.

Research technical road map.

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Table 1.

Three stage DEA model index system.

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Fig 3.

Logical framework diagram of the three-phase DEA methodology.

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Table 2.

rural Preschool Education Resources Allocation Efficiency in China.

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Table 3.

Second stage: SFA regression results.

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Fig 4.

Distribution of pure technical efficiency and scale efficiency of preschool education resource allocation.

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Table 4.

Malmquist index and its decomposition of preschool education resource allocation in China.

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