Population, Land, and the Development of the Commodity Economy: Evidence from Qing Dynasty China
Abstract
:1. Introduction
2. Historical Background and Mechanism Analysis
2.1. Historical Background
2.1.1. Population and Land in the Qing Dynasty: Intensifying Population–Land Conflicts
2.1.2. The Prosperity of Commercial Trade in the Qing Dynasty
2.2. Mechanism Analysis
2.2.1. A Resource Endowment Effect
2.2.2. A Transportation Network Effect
3. Materials and Methods
3.1. The Sample and Data Source
3.2. Methods
3.3. Variable Selection
3.3.1. The Independent Variable
3.3.2. The Dependent Variable
3.3.3. Control Variables
4. Results
4.1. The Baseline Results
4.2. The Nonlinear Relationship Test
4.3. The Robustness Test
4.3.1. Replacing the Grain Price Time Series Length Sample
4.3.2. Subsample Regressions by Time Period and Region
4.3.3. Replacing the Grain Price Sample
4.4. Addressing Endogeneity Issues
5. Discussion
5.1. The Resource Endowment Effect
5.2. The Transportation Network Effect
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Variable | N | Mean | Std | Min | Max |
---|---|---|---|---|---|
P | 43,865 | 0.1912 | 0.4789 | −1 | 1 |
lnperland | 43,865 | 4.8253 | 0.6328 | 3.5229 | 6.5205 |
lndis | 43,865 | 6.5357 | 0.6613 | 1.7057 | 7.7271 |
disastar | 43,865 | 2.5426 | 2.7678 | 0 | 24 |
war | 43,865 | 0.3610 | 0.9749 | 0 | 4 |
road | 43,865 | 1.5264 | 0.5995 | 0 | 2 |
river | 43,865 | 1.4874 | 0.6155 | 0 | 2 |
border | 43,865 | 0.0680 | 0.2569 | 0 | 2 |
coastal | 43,865 | 0.3602 | 0.5417 | 0 | 2 |
zhili | 43,865 | 0.4635 | 0.5946 | 0 | 2 |
capital | 43,865 | 0.1566 | 0.3785 | 0 | 2 |
(1) | (2) | (3) | (4) | (5) | (6) | |
---|---|---|---|---|---|---|
lnperland | −0.1155 *** | −0.0907 *** | −0.0695 *** | −0.0667 *** | −0.0920 *** | −0.0922 *** |
(0.0037) | (0.0035) | (0.0037) | (0.0038) | (0.0041) | (0.0041) | |
lndis | −0.2009 *** | −0.2017 *** | −0.2028 *** | −0.1969 *** | −0.1973 *** | |
(0.0032) | (0.0032) | (0.0033) | (0.0033) | (0.0033) | ||
disaster | 0.0150 *** | 0.0149 *** | 0.0143 *** | 0.0143 *** | ||
(0.0008) | (0.0008) | (0.0008) | (0.0008) | |||
war | −0.0001 | −0.0009 | −0.0030 | −0.0025 | ||
(0.0022) | (0.0023) | (0.0023) | (0.0023) | |||
road | 0.0016 | 0.0067 * | 0.0087 ** | |||
(0.0038) | (0.0039) | (0.0040) | ||||
river | 0.0125 *** | 0.0239 *** | 0.0267 *** | |||
(0.0036) | (0.0037) | (0.0038) | ||||
border | 0.0791 *** | 0.0823 *** | ||||
(0.0095) | (0.0096) | |||||
coastal | −0.0626 *** | −0.0622 *** | ||||
(0.0045) | (0.0045) | |||||
zhili | 0.0092 ** | |||||
(0.0039) | ||||||
capital | −0.0086 | |||||
(0.0058) | ||||||
Year fixed effects | yes | yes | yes | yes | yes | yes |
Observations | 43,865 | 43,865 | 43,865 | 43,865 | 43,865 | 43,865 |
R2 | 0.022 | 0.098 | 0.104 | 0.105 | 0.110 | 0.111 |
(1) | (2) | (3) | (4) | (5) | |
---|---|---|---|---|---|
Full Sample | Full Sample | Full Sample | Sample to the Left of the Turning Point | Sample to the Right of the Turning Point | |
lnperland | −0.7972 *** | −0.5298 *** | −0.0962 *** | −0.0485 | |
(0.0413) | (0.0402) | (0.0042) | (0.1274) | ||
lnperland 2 | 0.0702 *** | 0.0446 *** | |||
(0.0043) | (0.0041) | ||||
lnperlandlow | −0.1115 *** | ||||
(0.0046) | |||||
lnperlandhigh | −0.0458 | ||||
(0.0636) | |||||
high | 0.0797 *** | ||||
(0.0220) | |||||
Control variables | no | yes | yes | yes | yes |
Year fixed effects | yes | yes | yes | yes | yes |
Observations | 43,865 | 43,865 | 43,865 | 43,352 | 513 |
R2 | 0.028 | 0.113 | 0.113 | 0.111 | 0.236 |
(1) | (2) | (3) | |
---|---|---|---|
Time Series Length | 10 | 15 | 20 |
lnperland | −0.0922 *** | −0.0197 *** | −0.0531 *** |
(0.0041) | (0.0040) | (0.0042) | |
Control variables | yes | yes | yes |
Year fixed effects | yes | yes | yes |
Observations | 43,865 | 43,899 | 43,812 |
R2 | 0.111 | 0.090 | 0.091 |
(1) | (2) | (3) | (4) | (5) | (6) | |
---|---|---|---|---|---|---|
Before the Self-Strengthening Movement | After the Self-Strengthening Movement | Same Agricultural Region | Same Province | Excluding Southwestern Border | Excluding Administrative Center | |
lnperland | −0.1028 *** | −0.0815 *** | −0.1026 *** | −0.0585 *** | −0.1505 *** | −0.1096 *** |
(0.0051) | (0.0072) | (0.0068) | (0.0115) | (0.0061) | (0.0063) | |
Control variables | yes | yes | yes | yes | yes | yes |
Year fixed effects | yes | yes | yes | yes | yes | yes |
Observations | 26,333 | 17,532 | 13,444 | 4160 | 28,486 | 21,272 |
R2 | 0.112 | 0.111 | 0.135 | 0.059 | 0.146 | 0.110 |
(1) | (2) | (3) | (4) | (5) | |
---|---|---|---|---|---|
Distance | Full Sample | Less Than 1200 km | Less Than 1000 km | Less Than 800 km | Less Than 500 km |
lnperland | −0.0946 *** | −0.1223 *** | −0.1345 *** | −0.1459 *** | −0.1412 *** |
(0.0041) | (0.0049) | (0.0052) | (0.0059) | (0.0079) | |
Control variables | yes | yes | yes | yes | yes |
Year fixed effects | yes | yes | yes | yes | yes |
Observations | 43,865 | 34,828 | 29,248 | 22,230 | 11,335 |
R2 | 0.111 | 0.129 | 0.129 | 0.135 | 0.129 |
(1) | (2) | (3) | (4) | (5) | |
---|---|---|---|---|---|
Rice Price Category | High Price for Medium-Grade Rice | Low Price for Medium-Grade Rice | Average Price for High-Grade Rice | High Price for High-Grade Rice | Low Price for High-Grade Rice |
lnperland | −0.0709 *** | −0.1102 *** | −0.0992 *** | −0.0836 *** | −0.0970 *** |
(0.0042) | (0.0043) | (0.0046) | (0.0046) | (0.0048) | |
Control variables | yes | yes | yes | yes | yes |
Year fixed effects | yes | yes | yes | yes | yes |
Observations | 43,436 | 43,721 | 38,091 | 38,091 | 38,090 |
R2 | 0.089 | 0.112 | 0.112 | 0.089 | 0.103 |
(1) | (2) | |
---|---|---|
First Stage | Second Stage | |
Dependent Variable | lnperland | P |
lnmaize | −0.0398 *** | |
(0.0024) | ||
lnperland | −0.9769 *** | |
(0.0820) | ||
Kleibergen–Paap rk LM statistic | 274.12 | |
[0.0000] | ||
Cragg–Donald Wald F statistic | 213.60 | |
Control variables | yes | yes |
Year fixed effects | yes | yes |
Observations | 43,865 | 43,865 |
(1) | (2) | |
---|---|---|
lnperland | −0.0424 *** | −0.0857 *** |
(0.0045) | (0.0060) | |
lncrop | −0.1358 *** | |
(0.0044) | ||
lnperland × lncrop | −0.0102 ** | |
(0.0051) | ||
waterway | 0.0679 * | |
(0.0348) | ||
lnperland × waterway | −0.0144 ** | |
(0.0071) | ||
Control variables | yes | yes |
Year fixed effects | yes | yes |
Observations | 43,865 | 43,865 |
R2 | 0.132 | 0.112 |
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Wan, J.; Dai, Q.; Miao, S. Population, Land, and the Development of the Commodity Economy: Evidence from Qing Dynasty China. Land 2024, 13, 1183. https://doi.org/10.3390/land13081183
Wan J, Dai Q, Miao S. Population, Land, and the Development of the Commodity Economy: Evidence from Qing Dynasty China. Land. 2024; 13(8):1183. https://doi.org/10.3390/land13081183
Chicago/Turabian StyleWan, Jiale, Qian Dai, and Shuangyou Miao. 2024. "Population, Land, and the Development of the Commodity Economy: Evidence from Qing Dynasty China" Land 13, no. 8: 1183. https://doi.org/10.3390/land13081183
APA StyleWan, J., Dai, Q., & Miao, S. (2024). Population, Land, and the Development of the Commodity Economy: Evidence from Qing Dynasty China. Land, 13(8), 1183. https://doi.org/10.3390/land13081183