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COVID-19 and Climate Shocks: Gendered effects on political preferences & behavior

Last registered on September 21, 2020

Pre-Trial

Trial Information

General Information

Title
COVID-19 and Climate Shocks: Gendered effects on political preferences & behavior
RCT ID
AEARCTR-0006469
Initial registration date
September 19, 2020

Initial registration date is when the trial was registered.

It corresponds to when the registration was submitted to the Registry to be reviewed for publication.

First published
September 21, 2020, 11:27 AM EDT

First published corresponds to when the trial was first made public on the Registry after being reviewed.

Locations

Region

Primary Investigator

Affiliation
Boston University

Other Primary Investigator(s)

PI Affiliation
Harvard University

Additional Trial Information

Status
In development
Start date
2020-10-05
End date
2022-01-31
Secondary IDs
Abstract
The goal of this study is to understand the differential impact of two types of crises, climate change-induced disasters and Covid-19, on women's (as opposed to men's) political preferences and behavior in Bangladesh. Each exogenous shock disproportionately increases the risks and responsibilities women bear for ensuring personal and familial survival, with divergent structural impacts that may either expand or diminish the scope of female agency, respectively. We expect that each exogenous shock will alter women's preferences for redistribution. However, a given woman's ability to translate new preferences into collective action in favor of institutional or policy changes should vary based on the nature of the shock(s) to which she is exposed. Our intuition follows evidence that state-led redistribution of wealth is triggered by mass conscription for war, which disproportionately harms the least wealthy (Scheve and Stasavage, 2016, 2012). If exposure to the crisis of climate change-induced weather shocks---and Covid-19---operates similarly to conflict-based crisis, it should encourage those who pay the highest cost - here, women - to demand fundamental redistribution - here, a greater share of political, economic, and social resources.

Registration Citation

Citation
Brule, Rachel and Akshay Dixit. 2020. "COVID-19 and Climate Shocks: Gendered effects on political preferences & behavior." AEA RCT Registry. September 21. https://doi.org/10.1257/rct.6469-1.0
Experimental Details

Interventions

Intervention(s)
We have developed a survey instrument that will be deployed next month via short phone surveys. These phone surveys will be conducted with a sample 3,000 respondents from 1,500 households, balanced by gender and residence in one of three divisions with varied exposure to climate shocks and Covid-19: Rangpur, Dhaka, or Chittagong. We are also collecting a panel of high-frequency local geospatial data on weather patterns that will enable objective identification of climate shocks at a micro-level, which we will merge with self-collected data on unique forms of gendered preferences, intra-household behavior, engagement with the state, and collective action.
Intervention Start Date
2020-10-05
Intervention End Date
2021-05-04

Primary Outcomes

Primary Outcomes (end points)
Preferences for systemic change, support for political (collective) action to improve welfare (personally and by others), willingness to support daughters and sons' economic advancement, self-reported political engagement.
Primary Outcomes (explanation)
We hypothesize that climate- or covid-shocks affect women's political preferences and behavior by altering the following:
1. Magnitude of gendered grievances: Relative to pre-crisis levels, the more adverse the effect on aspects of household or economic life for which women are mainly responsible, the more likely they are to prefer gendered redistribution of resources. This should encourage participation in politics of some form, as well as a preference for political action as a means to improve societal well-being.
2. Domain of women's agency: The more aspects of household and economic life over which women's agency extends, the more likely it is that they will have grievances that necessitate political engagement. Chiefly, shocks can alter women's domain of agency by changing (i) the proportion of household income earned by women, or (ii) women's involvement in household decision-making.
3. Women's capacity for political engagement: Shocks that reduce (increase) women's mobility and extra-household networks will reduce (increase) their political engagement. Further, we hypothesize that these shocks disproportionately increase the risks and
responsibilities women bear (relative to men) for ensuring personal and familial survival.

The testable hypotheses that follow from the above are as follows:
H1. Both climate shocks and COVID-19 increase women's preference (relative to men's) for systemic change brought about by means of political action.
H2. Climate shocks (ceteris paribus) increase women's political participation on average, by increasing all of 1, 2 and 3 above.
H3. COVID-19 (ceteris paribus) decreases women's political participation on average. COVID-19 increases 1, but decreases 2 and 3, with the resulting net effect being negative.
Note that overall, the combined effect of climate shocks and COVID-19 on women's political participation is theoretically ambiguous. Our expectation is that, where both shocks apply, the relative magnitude of each shock's impact on the scope of gendered agency will predict which shock drives gendered political preferences and behavior.

Secondary Outcomes

Secondary Outcomes (end points)
Intra-household bargaining, demographics, participation in varied (proximate versus distant) economic activities, and resulting individual-level financial contributions to the household.
Secondary Outcomes (explanation)
The dynamic underlying these hypotheses is that these crises affect political outcomes based on how they alter economic livelihoods, as well as gendered patterns of migration and economic opportunity. Specifically, we expect that climate change-induced disasters are likely to induce male out-migration (from rural to urban areas) and pressure both men and women to generate new income. If so, female economic (and social) contributions to the household should increase alongside their financial autonomy post-crises, opening new opportunities for women's political engagement and an impetus to rethink traditional (political, social, and economic) preferences.
In contrast, we expect the COVID-19 crisis increases reverse migration (men returning from urban to rural areas) and reduces economic opportunities, particularly for women. In this case, female economic contributions and autonomy should diminish in the wake of COVID-19, reducing opportunities for women's political engagement and increasing pressure to support traditional preferences. The simultaneous experience of both crises may either magnify both the impetus and capacity for women's political engagement--if, for instance both COVID-19 and climate shocks are perceived as unjustly diminishing women's current economic returns relative to female expectations pre-crisis, and these shocks simultaneously expand demands for women to contribute more to their households, broadening their agency to collectively reshape future opportunities--or, where COVID- 19 is most severe, rigidly-enforced lockdowns may dominate household calculations and thus magnify the restrictions on women's political engagement.

Experimental Design

Experimental Design
We embed experiments within our phone surveys.
Experimental Design Details
The survey includes sections on how COVID-19 and recent natural hazards (if any) have affected respondents' lives, and an experiment designed to test H1. While discussing the wage benefits and COVID-related risks associated with employment in the garment manufacturing sector, the Control condition provides optimism about better protection of "some lucky workers" by their employers, including "providing higher, more stable wages and better working conditions". In contrast, Treatment 1 ties these protections
to political activity (protests) by workers, adding, "Where workers have stood up to employers and protested on the streets, as over 50,000 did in the winter of 2018-19, some employers have responded by making changes to protect them, providing higher, more
stable wages and better working conditions". Treatment 2 adds to treatment 1 by introducing a specific gender lens, "Where female workers have stood up to employers and protested on the streets, as over 50,000 did in the winter of 2018-19, some employers have responded by making changes to protect them, providing higher, more stable wages and better working conditions".
Randomization Method
Completed by a computer.
Randomization Unit
Individual
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
3,000 individuals
Sample size: planned number of observations
3,000 individuals
Sample size (or number of clusters) by treatment arms
1,000 individuals in control; 1,000 individuals in treatment 1; 1,000 individuals in treatment 2.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
Boston University Institutional Review Board
IRB Approval Date
2020-09-18
IRB Approval Number
Pending. Approval is being processed, to be complete upon submission of final documents (to be shared Monday, 20 September, 2020)

Post-Trial

Post Trial Information

Study Withdrawal

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Intervention

Is the intervention completed?
No
Data Collection Complete
Data Publication

Data Publication

Is public data available?
No

Program Files

Program Files
Reports, Papers & Other Materials

Relevant Paper(s)

Reports & Other Materials