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Title page 1
Contents 1
Abstract 3
1. Introduction 4
2. Pregnancy Accommodation Laws 7
2.1. Background on Pregnancy Accommodation Laws 7
2.2. Theoretical Impact of Pregnancy Accommodation Laws on Female Employment 9
3. Data 10
3.1. Employment and Earnings Outcomes 10
3.2. Occupation Characteristics 11
4. Model 12
5. Results 13
5.1. Heterogeneity 15
6. Conclusion 18
7. Declarations 19
References 20
Appendix A. Additional Results 37
Tables 23
Table 1. State-Level Pregnancy Accommodation Laws 23
Table 2. Summary Statistics (ACS) 24
Table 3. Effect of Pregnancy Accommodation Laws on Labor Market Outcomes (ACS) 25
Table 4. Robustness to Alternative Estimators and Control Groups 26
Table 5. Effect of Pregnancy Accommodation Laws on Labor Market Outcomes (QWI) 27
Table 6. Effect of Pregnancy Accommodation Laws on Occupation's Importance of Physical Abilities 28
Table 7. Effect of Pregnancy Accommodation Laws by Education Level (ACS) 29
Table 8. Effect of Pregnancy Accommodation Laws by Importance of Physical Abilities 30
Table 9. Effect of Pregnancy Accommodation Laws by Family Structure 31
Figures 32
Figure 1. State Pregnancy Accommodation Law Timing 32
Figure 2. Baseline DDD Estimates 33
Figure 3. Occupation Intensity Results 34
Figure 4. Heterogeneity by Education: DDD Estimates for Low Education 35
Figure 5. Heterogeneity by Above Mean Occupation: DDD Estimates 36
Appendix Tables 47
Table A1. Importance Index: Example Occupations 47
Table A2. Robustness of Alternative Estimators in QWI Data 48
Table A3. Robustness: Effect of Pregnancy Accommodation Laws for Low Education 49
Table A4. Robustness: Effect of Pregnancy Accommodation Laws for High Education 50
Table A5. Robustness: Effect of Pregnancy Accommodation Laws for Below Mean Physical Intensity Index 51
Table A6. Robustness: Effect of Pregnancy Accommodation Laws for Above Mean Physical Intensity Index 52
Table A7. Robustness: Effect of Pregnancy Accommodation Laws for 1 Standard Deviation Above Mean Physical Intensity Index 53
Table A8. Robustness: Effect of Pregnancy Accommodation Laws for Married With Kids 54
Table A9. Robustness: Effect of Pregnancy Accommodation Laws for Married Without Kids 55
Table A10. Robustness: Effect of Pregnancy Accommodation Laws for Single With Kids 56
Table A11. Robustness: Effect of Pregnancy Accommodation Laws for Single Without Kids 57
Appendix Figures 37
Figure A1. Baseline Male Difference-in-Difference Outcomes 37
Figure A2. Baseline Female Difference-in-Difference Outcomes 38
Figure A3. Occupation Physical Abilities Importance Index Distribution 39
Figure A4. Heterogeneity by Education: DDD Estimates for High Education 40
Figure A5. Heterogeneity by Below Mean Occupation: DDD Estimates 41
Figure A6. Heterogeneity by 1SD Above Mean Occupation: DDD Estimates 42
Figure A7. Heterogeneity by Family Structure: DDD Estimates for Married With Kids 43
Figure A8. Heterogeneity by Family Structure: DDD Estimates for Married Without Kids 44
Figure A9. Heterogeneity by Family Structure: DDD Estimates for Single With Kids 45
Figure A10. Heterogeneity by Family Structure: DDD Estimates for Single Without Kids 46
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