| Literature DB >> 35370526 |
Daniele Vignoli1, Alessandra Minello2, Giacomo Bazzani3, Camilla Matera4, Chiara Rapallini5.
Abstract
In recent years, fertility rates have declined in most wealthy countries. This phenomenon has largely been explained by focusing on the rise of economic uncertainty. We contribute to this debate by arguing that, under uncertain conditions, narratives of the future-i.e., socially conveyed imagined futures-impact individuals' decision-making about childbearing. To assess this impact, we conducted (for the first time in fertility intention research) a controlled laboratory experiment in two contrasting settings: Florence (Italy, N = 800) and Oslo (Norway, N = 874). Individuals were randomly exposed to a specific positive or negative future economic scenario (treatments) and were compared with individuals who were not exposed to any scenario (control group). Participants were then asked whether they intended to have a child in the next three years. The results showed a clear causal impact of narratives of the future on fertility intentions among the participants. Moreover, when the actual economic condition at the macro- (country context) or micro-level (labor-market status and characteristics) was more favorable, negative narratives of the future played a more crucial role. Conversely, when the actual economic conditions were less favorable, positive narratives of the future proved especially important. We conclude that, in the era of global uncertainty, individuals respond to more than their actual situation and constraints; narratives of the future create a distance experience from the daily routine that plays a potent role by inhibiting or facilitating fertility decision-making.Entities:
Keywords: Expectations; Fertility intentions; Laboratory experimentation; Narratives of the future; Uncertainty
Year: 2022 PMID: 35370526 PMCID: PMC8924345 DOI: 10.1007/s10680-021-09602-3
Source DB: PubMed Journal: Eur J Popul ISSN: 0168-6577
Fig. 1Stylized representation of the role of economic uncertainty in the fertility decision-making process
Fig. 2Mock newspaper article describing the future economic situation of the country; negative (a) and positive (b) scenarios
List of variables by country and scenario
| Italy | Norway | |||||||
|---|---|---|---|---|---|---|---|---|
| Total | No scenario | Negative | Positive | Total | No scenario | Negative | Positive | |
| Narratives of the future | ||||||||
| Scenario | ||||||||
| No scenario | 33.9 | 34.0 | ||||||
| Negative | 33.2 | 30.9 | ||||||
| Positive | 32.9 | 35.1 | ||||||
| Present status and past experiences | ||||||||
| Employment condition | ||||||||
| Jobless | 25.8 | 26.1 | 27.8 | 23.5 | 20.4 | 22.1 | 17.1 | 21.1 |
| Permanent job | 45.0 | 45.3 | 43 | 47 | 60.2 | 54.2 | 65.6 | 61.4 |
| Temporary job | 29.1 | 28.6 | 29.2 | 29.5 | 19.4 | 23.7 | 16.6 | 17.5 |
| Couple income (mean) | 2,209.56 | 2,140.60 | 2,132.51 | 2,358.19 | 4,528.54 | 4,506.17 | 4,580.69 | 4,504.38 |
| Share of time in unemployment (mean) | 0.031 | 0.031 | 0.035 | 0.026 | 0.030 | 0.028 | 0.026 | 0. .036 |
| Individual background and traits | ||||||||
| Level of education | ||||||||
| Low | 16.6 | 17.4 | 16.0 | 16.5 | 10.8 | 10.0 | 8.5 | 13.6 |
| Medium | 46.9 | 45.4 | 47.2 | 47.9 | 19.2 | 19.7 | 14.4 | 22.7 |
| High | 36.5 | 37.1 | 36.8 | 35.6 | 70.0 | 70.2 | 77.0 | 63.6 |
| With child/children | 53.7 | 52.5 | 54.1 | 54.7 | 65.5 | 63.1 | 65.6 | 67.9 |
| Without children | 46.3 | 47.5 | 45.9 | 45.3 | 34.5 | 36.9 | 34.4 | 32.1 |
| Relationship status | ||||||||
| LAT (living apart together) | 24.1 | 25.7 | 19.2 | 27.4 | 11.3 | 11.8 | 11.5 | 10.7 |
| Marriage/civil union | 32.6 | 31.2 | 37.8 | 28.8 | 29.2 | 31.5 | 27.0 | 28.9 |
| Cohabitation | 43.3 | 43.1 | 43.0 | 43.8 | 59.5 | 56.7 | 61.5 | 60.4 |
| Age | 33.6 | 33.8 | 33.9 | 33.0 | 30.4 | 30.4 | 30.6 | 30.1 |
| Migration background | 3.8 | 3.2 | 3.7 | 4.5 | 10.0 | 7.0 | 12.2 | 11.0 |
| Sterility | 2.3 | 1.8 | 1.8 | 3.4 | 2.2 | 1.3 | 2.9 | 2.3 |
| Number of siblings | ||||||||
| 0 | 19.9 | 18.8 | 20.4 | 20.5 | 7.4 | 8.0 | 7.8 | 6.5 |
| 1 | 52.8 | 55.1 | 50.0 | 53.8 | 36.1 | 38.8 | 35.1 | 34.4 |
| 2 | 16.6 | 17.0 | 18.1 | 14.5 | 31.1 | 28.1 | 33.5 | 31.8 |
| 3 or more | 10.7 | 9.1 | 11.5 | 11.2 | 25.4 | 25.1 | 23.6 | 27.3 |
| Risk aversion | 5.9 | 5.7 | 6.0 | 6.0 | 5.0 | 4.8 | 5.1 | 5.1 |
| N | 800 | 272 | 264 | 264 | 874 | 298 | 268 | 308 |
Fig. 3Predicted level of fertility intentions by treatment, gender, and country; with a 95% confidence band (N: Italy = 800; Norway = 874). For the pooled model, estimates from regression models include robust standard errors at the couple level. Models include all variables listed in Table 4 (“Appendix 2”)
Effects of randomized narrative of the future on fertility intentions
| Italy | Norway | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Overall sample | Women | Men | Overall sample | Women | Men | |||||||
| Coeff | Coeff | Coeff | Coeff | Coeff | Coeff | |||||||
| Narratives of the future | ||||||||||||
| Scenario | ||||||||||||
| No scenario (ref.) | ||||||||||||
| Negative | − 0.750 | 0.025 | − 1.182 | 0.005 | − 0.448 | 0.279 | − 1.283 | 0.000 | − 1.942 | 0.019 | − 1.428 | 0.000 |
| Positive | 1.916 | 0.000 | 1.900 | 0.000 | 1.925 | 0.000 | 0.723 | 0.052 | 0.734 | 0.084 | 0.722 | 0.074 |
| Present status and past experiences | ||||||||||||
| Employment position | ||||||||||||
| Not working (ref.) | ||||||||||||
| Permanent job | 0.587 | 0.090 | 0.699 | 0.141 | 0.927 | 0.093 | 0.117 | 0.739 | 0.838 | 0.079 | − 0.964 | 0.067 |
| Temporary job | 0.508 | 0.163 | 0.024 | 0.797 | 1.254 | 0.029 | 0.363 | 0.326 | 0.712 | 0.168 | − 0.364 | 0.520 |
| Couple's income | 0.004 | 0.000 | 0.003 | 0.047 | 0.005 | 0.002 | 0.003 | 0.000 | 0.003 | 0.000 | 0.003 | 0.009 |
| Months of unemployment | 1.401 | 0.506 | 2.787 | 0.276 | 1.243 | 0.686 | 1.129 | 0.526 | 1.818 | 0.501 | − 0.319 | 0.767 |
| Individual background and traits | ||||||||||||
| Gender (ref. men) | − 0.154 | 0.435 | 0.121 | 0.477 | ||||||||
| Education | ||||||||||||
| Low (ref.) | ||||||||||||
| Medium | 0.189 | 0.573 | − 0.307 | 0.578 | 0.448 | 0.358 | − 0.398 | 0.374 | − 0.990 | 0.191 | − 0.064 | 0.872 |
| High | 0.335 | 0.396 | 0.583 | 0.372 | 0.095 | 0.577 | 0.625 | 0.112 | 0.350 | 0.604 | 0.845 | 0.125 |
| Number of children | ||||||||||||
| No children (ref.) | ||||||||||||
| With child/children | − 1.137 | 0.000 | − 0.773 | 0.067 | − 1.198 | 0.004 | − 0.679 | 0.126 | − 0.326 | 0.544 | − 0.946 | 0.046 |
| Relationship status | ||||||||||||
| LAT (Living Apart Together) (ref.) | ||||||||||||
| Marriage/Civil Union | 0.962 | 0.023 | 0.989 | 0.060 | 0.962 | 0.060 | 1.287 | 0.013 | 1.040 | 0.126 | 1.615 | 0.006 |
| Cohabitation | 0.7439 | 0.027 | 0.835 | 0.052 | 0.630 | 0.140 | 1.444 | 0.000 | 1.442 | 0.009 | 1.576 | 0.000 |
| Age | − 0.083 | 0.002 | − 0.121 | 0.006 | − 0.077 | 0.017 | 0.006 | 0.848 | − 0.034 | 0.453 | 0.010 | 0.683 |
| Country of origin | ||||||||||||
| Immigrants | − 0.396 | 0.548 | 0.337 | 0.502 | − 0.875 | 0.410 | 0.165 | 0.679 | 0.492 | 0.375 | − 0.656 | 0.283 |
| Sterility | − 0.747 | 0.351 | − 2.038 | 0.218 | − 0.026 | 0.852 | − 1.151 | 0.243 | − 1.498 | 0.114 | − 0.334 | 0.824 |
| Number of siblings | ||||||||||||
| 0 (ref.) | ||||||||||||
| 1 | 0.082 | 0.786 | 0.370 | 0.418 | − 0.214 | 0.623 | − 0.388 | 0.442 | − 0.534 | 0.484 | − 0.036 | 0.877 |
| 2 | − 0.121 | 0.761 | 0.120 | 0.835 | − 0.509 | 0.360 | − 0.098 | 0.534 | 0.129 | 0.867 | − 0.151 | 0.651 |
| 3 or more | − 0.382 | 0.441 | − 0.957 | 0.191 | 0.066 | 0.787 | 0.172 | 0.492 | 0.398 | 0.878 | 0.508 | 0.451 |
| Partner’s education | ||||||||||||
| Low (ref.) | ||||||||||||
| Medium | 0.612 | 0,058 | 0.018 | 0.760 | 1.376 | 0.015 | − 0.332 | 0.485 | 0.113 | 0.870 | − 0.895 | 0.210 |
| High | 0.660 | 0.090 | 0.025 | 0.786 | 1.597 | 0.010 | 0.265 | 0.526 | 0.515 | 0.416 | − 0.226 | 0.722 |
| Partner’s employment | ||||||||||||
| Not working (ref.) | ||||||||||||
| Permanent job | − 0.063 | 0.857 | 0.319 | 0.446 | − 0.484 | 0.310 | 0.232 | 0.481 | − 0.554 | 0.291 | 0.858 | 0.043 |
| Temporary job | − 0.252 | 0.487 | 0.693 | 0.204 | − 0.992 | 0.030 | 0.333 | 0.363 | − 0.242 | 0.467 | 0.839 | 0.089 |
| Risk aversion | 0.163 | 0.016 | 0.159 | 0.025 | 0.156 | 0.078 | 0.072 | 0.654 | 0.082 | 0.567 | 0.063 | 0.547 |
| R2 | 0.188 | 0.221 | 0.215 | 0.144 | 0.160 | 0.160 | ||||||
Results from OLS regression on fertility intentions (0–10) (N: Italy = 800; Norway = 874)
For the pooled model, estimates from regression models include cluster-robust standard errors at the couple level
Effects of randomized narratives of the future on fertility intentions, net of present status and past experiences
| Italy | Norway | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Overall sample | Women | Men | Overall sample | Women | Men | |||||||
| Coeff | Coeff | Coeff | Coeff | Coeff | Coeff | |||||||
| Narratives of the future | ||||||||||||
| Scenario | ||||||||||||
| No scenario (ref.) | ||||||||||||
| Negative | − 0.750 | 0.025 | − 1.182 | 0.005 | − 0.448 | 0.279 | − 1.283 | 0.000 | − 1.942 | 0.019 | − 1.428 | 0.000 |
| Positive | 1.913 | 0.000 | 1.90 | 0.000 | 1.925 | 0.000 | 0.723 | 0.052 | 0.734 | 0.084 | 0.722 | 0.074 |
| Present status and past experiences | ||||||||||||
| Employment position | ||||||||||||
| Not working (ref.) | ||||||||||||
| Permanent job | 0.587 | 0.090 | 0.699 | 0.141 | 0.927 | 0.093 | 0.117 | 0.739 | 0.838 | 0.079 | − 0.964 | 0.067 |
| Temporary job | 0.508 | 0.163 | 0.024 | 0.797 | 1.254 | 0.029 | 0.363 | 0.326 | 0.712 | 0.168 | − 0.364 | 0.527 |
| Couples’ income | 0.004 | 0.000 | 0.003 | 0.017 | 0.005 | 0.002 | 0.003 | 0.000 | 0.003 | 0.000 | 0.003 | 0.009 |
| Months of unemployment | 1.401 | 0.506 | 2.787 | 0.276 | 1.243 | 0.686 | 1.129 | 0.526 | 1.818 | 0.501 | − 0.319 | 0.767 |
Results from OLS regression on fertility intentions (0–10) (N: Italy = 800; Norway = 874)
For the pooled model, estimates from regression models include cluster-robust standard errors at the couple level. Models include all variables listed in Table 4 (“Appendix 2”)
Fig. 4Predicted level of fertility intentions by treatment, country, and employment condition; with a 95% confidence band. Results from OLS regression on fertility intentions (0–10) (N: Italy = 800; Norway = 874). Notes: Estimates from regression models with robust standard errors at the couple level. Models include all variables listed in Table 4 (“Appendix 2”)
Protocol structure
| No scenario | Scenario | Mean time (in sec.) | |
|---|---|---|---|
| A. Scenario | ✓ | 47.7 | |
| B. Questions about fertility intentions | ✓ | ✓ | 49.2 |
| C. Questions based on the Theory of Planned Behavior | ✓ | ✓ | 322.7 |
| D. Open questions about uncertainty | ✓ | Time not recorded | |
| E. Lotteries/batteries to measure risk aversion, loss aversion, and time preferences | ✓ | ✓ | 513.0 |
| F. Raven matrices test (selection) and logic test | ✓ | ✓ | 633.0 |
| G. Socio-demographic information | ✓ | ✓ | 690.4 |