Table 1

Labor force estimation methods

Estimation methodDescriptionModelAdvantages and disadvantagesReferencesAdopt or not
Per capita cultivated land methodIt is a method to estimate the demand for agricultural labor force according to the area of cultivated land that is affordable for each worker in the area to be assessedNumber of agricultural labor force = total cultivated land area/average cultivated land area borne by each labor forceThe calculation is simple, but it can only calculate the number of labor force in the primary industry, and the dynamics of the arable area burdened by labor on average changes significantly as mechanization increasesZhang (2019) No
Output value proportion methodAssuming that the labor productivity of the agricultural industry is equal to the social productivity, the current agricultural labor quantity is estimated by the total social labor quantity and economic development levelNumber of agricultural labor force = agricultural added value/(GDP/total social labor force)Indicators are easy to obtain, but agriculture and forestry are weak industries, and the output value created by labor is not equivalent to that of secondary and tertiary industriesWang and Zhao (2016) No
Man-day calculation methodThe labor demand is calculated by calculating the ratio of total labor man-days to full employment working hoursNumber of agricultural labor force = sum of man-days required for production of various crops/full employment working hours of the yearThis method has clear calculation connotation and small error, but the calculation amount is large and the calculation method is complex, and it is necessary to investigate the labor consumption of all crops, and the operability is poorSun and Huo (2019) Yes
Production function methodBased on the production function model, the actual labor force required under the optimal allocation of capital and labor is determined according to the goal of maximizing income in the economic systemBuild production function
Number of labor force = F (land factor, labor factor, capital factor, other influencing factors)
This method has good coherence, but you need to overcome the limitations of the production function itselfShi and Shi (2021) Yes

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