Perceived Risk of Pregnancy and Demand for Contraception

Last registered on February 16, 2024

Pre-Trial

Trial Information

General Information

Title
Perceived Risk of Pregnancy and Demand for Contraception
RCT ID
AEARCTR-0012993
Initial registration date
February 13, 2024

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
February 16, 2024, 3:39 PM EST

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

Locations

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Primary Investigator

Affiliation

Other Primary Investigator(s)

PI Affiliation
Stanford University
PI Affiliation
University College London

Additional Trial Information

Status
In development
Start date
2024-02-14
End date
2026-02-13
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
In Sub-Saharan Africa, approximately one quarter of married women of reproductive age do not use contraception despite stating, in representative surveys, that they do not want to have any (more) children or that they want to wait at least two years. In prior work, we show that women sampled in Southern Mozambique and five different states across Nigeria often believe that their chance of getting pregnant in the next year is much lower than the reference pregnancy risk used by the World Health Organization. In addition, we find that this perceived risk of pregnancy when not using contraception is strongly correlated with contraceptive use. In this experiment, we test whether providing women with information about this reference pregnancy risk changes their perceived risk of pregnancy and use of contraception. Two information interventions are delivered through: (1) a video message from a medical doctor from the same region as the participant, (2) a sticker replicating an infographic message used in the video and (3) scripted messages delivered by the enumerator as part of a face-to-face interview. The sticker is stuck on a small gift which is expected to be consumed within one month of receipt. The control group sees a placebo video which forms part of the treatment video and receives the same small gift covered with a blank sticker instead. An endline survey is expected to take place 12-14 months later.

External Link(s)

Registration Citation

Citation
de Paula, Aureo, Grant Miller and Christine Valente. 2024. "Perceived Risk of Pregnancy and Demand for Contraception." AEA RCT Registry. February 16. https://doi.org/10.1257/rct.12993-1.0
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Experimental Details

Interventions

Intervention(s)
Two information interventions are delivered through: (1) a video message from a medical doctor from the same region as the participant, (2) a sticker replicating an infographic message used in the video and (3) scripted messages delivered by the enumerator as part of a face-to-face interview. The sticker is stuck on a small gift which is expected to be consumed within one month of receipt. The control group sees a placebo video which forms part of the treatment video and receives the same small gift covered with a blank sticker instead.
Intervention Start Date
2024-02-14
Intervention End Date
2024-05-17

Primary Outcomes

Primary Outcomes (end points)
Number of months using contraception in the past 12 months measured at endline. This includes any form of contraception/doing anything specifically to avoid pregnancy including effective traditional methods such as cycle-awareness methods and withdrawal.
Primary Outcomes (explanation)
The time period may be slightly longer than 12 months if the endline survey takes place more than 12 months after the intervention - this will be determined prior to the endline survey and registered accordingly. Use will be self-reported but there will be random checks at health providers (for consenting women). Respondents will be informed that there will be checks.

Secondary Outcomes

Secondary Outcomes (end points)
Secondary contraception outcomes:
1. Perceived probability of intended use measured right after receiving the information message.
2. Number of months using modern contraception in the past 12 months measured at endline.
3. Whether currently using contraception at follow-up.
4. Whether currently using a modern method at follow-up.

Fertility outcomes:
5. Whether the woman has had a new pregnancy between the intervention and the endline survey.
6. Whether the woman has had a new birth between the 9th month following the intervention and the follow-up survey.

Beliefs about pregnancy risk absent contraception:
7. Posterior belief about pregnancy risk absent contraception (from 0 to 20 out of 20 women) measured immediately after receiving the information message.
8. Posterior belief about own pregnancy risk absent contraception (from 0 to 20 out of 20) measured right after the intervention.
9. precision of the above belief (i.e., the difference between perceived maximum probability and minimum probability)
10. Belief update (i.e., the difference between posterior and prior belief) about own pregnancy risk absent contraception (from 0 to 20 out of 20) measured right after the intervention.
11. Endline belief about own pregnancy risk absent contraception (and absent current pregnancy, if applicable) (from 0 to 20 out of 20). Note that, since this risk may be affected by the pregnancy outcome, which in turn may be affected by the intervention, finding a significant effect on beliefs about own pregnancy risk immediately after the intervention but not at follow-up does not necessarily imply fading out.

Beliefs about husbands’ preferences – the relevant comparison here is control vs. the treatment group receiving information about husbands’ preferences:
12. Index of posterior beliefs about husband’s preferences measured right after the intervention. The index will be constructed using the methodology in Kling et al. 2007 and will summarize the following variables:
a. Perceived probability that there is at least one contraceptive method which the woman’s husband would approve of her using,
b. Precision of the above belief (i.e., the difference between perceived maximum probability and minimum probability),
c. Perceived desire of husband to delay pregnancy for at least one year (i.e., an indicator variable equal to 1 if the woman thinks that her husband either wants no more children or wants another pregnancy but only after at least one year), and 0 otherwise.
d. Perceived accuracy (out of 20) of the woman’s perception about her husband’s desire to delay pregnancy for at least one year.

13. Two standardized indexes, constructed using the methodology in Kling et al. (2007), of:
a. Posterior perceived husband’s preferences measured just after the intervention (using the variables 12.a and 12.c entering the index listed as secondary outcome 12)
b. Posterior perceived accuracy of women’s perception of her husband’s preferences measured just after the intervention (using the variables 12.b and 12.d entering the index listed as secondary outcome 12).
Secondary Outcomes (explanation)
Secondary contraception outcomes:
1. Perceived probability of intended use measured right after receiving the information message.
2. Number of months using modern contraception in the past 12 months measured at endline. (The 12 months may be slightly extended, to match the duration covered by the primary outcome). Use will be self-reported but there will be random checks at health providers (for consenting women). Respondents will be informed that there will be checks.
3. Whether currently using contraception at follow-up: (a) self-reported and (b) elicited using a list experiment
4. Whether currently using a modern method at follow-up.

Fertility outcomes (self-reported):
5. Whether the woman has had a new pregnancy between the intervention and the endline survey.
6. Whether the woman has had a new birth between the 9th month following the intervention and the follow-up survey.

Beliefs about pregnancy risk absent contraception:
7. Posterior belief about pregnancy risk absent contraception (from 0 to 20 out of 20 women) measured immediately after receiving the information message. Question: “Out of 20 women of the same age and with an identical lifestyle as you, how many do you think would get pregnant within the coming 12 months, on average, if they did not use any contraception?”
8. Posterior belief about own pregnancy risk absent contraception (from 0 to 20 out of 20) measured right after the intervention.
9. precision of the above belief (i.e., the difference between perceived maximum probability and minimum probability, set to 0 if the woman says she is sure of her response, in which case we do not ask about minimum and maximum perceived probability)
10. Belief update (i.e., the difference between posterior and prior belief) about own pregnancy risk absent contraception (from 0 to 20 out of 20) measured right after the intervention.
11. Endline belief about own pregnancy risk absent contraception (and absent current pregnancy, if applicable) (from 0 to 20 out of 20). Note that, since this risk may be affected by the pregnancy outcome, which in turn may be affected by the intervention, finding a significant effect on beliefs about own pregnancy risk immediately after the intervention but not at follow-up does not necessarily imply fading out.

Beliefs about husbands’ preferences – the relevant comparison here is control vs. the treatment group receiving information about husbands’ preferences:
12. Index of posterior beliefs about husband’s preferences measured right after the intervention. The index will be constructed using the methodology in Kling et al. 2007 and will summarize the following variables:
a. Perceived probability that there is at least one contraceptive method which the woman’s husband would approve of her using,
b. Precision of the above belief (i.e., the difference between perceived maximum probability and minimum probability, set to 0 if the woman says she is sure of her response, in which case we do not ask about minimum and maximum perceived probability),
c. Perceived desire of husband to delay pregnancy for at least one year (i.e., an indicator variable equal to 1 if the woman thinks that her husband either wants no more children or wants another pregnancy but only after at least one year), and 0 otherwise.
d. Perceived accuracy (out of 20) of the woman’s perception about her husband’s desire to delay pregnancy for at least one year.

13. Two standardized indexes, constructed using the methodology in Kling et al. (2007), of:
a. Posterior perceived husband’s preferences measured just after the intervention (using the variables 12.a and 12.c entering the index listed as secondary outcome 12)
b. Posterior perceived accuracy of women’s perception of her husband’s preferences measured just after the intervention (using the variables 12.b and 12.d entering the index listed as secondary outcome 12).

Experimental Design

Experimental Design
Listing phase: 98 enumeration areas were randomly selected in each of the five study states and all households in the resulting 490 enumeration areas were listed to identify cohabiting women aged 18-37. Each woman was then screened individually to establish whether she met the following additional eligibility criteria: her husband has not been away more than one month at a time in the previous 12 months or, if he has, has been returning at least once a month in the past 6 months; she is not pregnant; she does not self-declare as infecund; and she either: (criterion 1) says she does not want to have another child or wants to wait at least 2 years before getting pregnant or (criterion 2) has a child aged between 4 and 12 months.

Experimental sample: We first dropped 7 enumeration areas which were deemed unsafe. One eligible woman per household was then drawn at random. The resulting sample of eligible women was then stratified by state and age group (18-24, 25-34, 35-37) and 1400 women per state selected randomly to form the experimental sample.

Randomization into three experimental arms (control, treatment 1 and treatment 2) at the woman level: The experimental sample was stratified into 36 strata formed by the following variables: criterion 2, whether the woman answered "17" or more during the screening interview when asked "Out of 20 sexually active women of reproductive age, how many do you think would get pregnant within the coming 12 months, on average, if they did not use any contraception?", her age group, whether she is muslim and, if muslim, whether she is in a polygamous union. We then randomized assignment to the three experimental arms within stratum, and assigned misfits so as to ensure no more than a difference of one subject per arm within each stratum.

Informed consent was/will be sought at each point of contact: household listing, screening interview, RCT enrollment (baseline), endline survey.
Experimental Design Details
Not available
Randomization Method
Randomization done in office by a computer, using the command randtreat due to Carril (2017).

Reference: Carril, A. 2017. Dealing with misfits in random treatment assignment. Stata Journal 17: 652-667.
Randomization Unit
individual (after retaining only one randomly selected eligible individual per household)
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
7,000 women
Sample size: planned number of observations
7,000 women
Sample size (or number of clusters) by treatment arms
control: 2,337; Treatment 1: 2,334; Treatment 2: 2,329.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
National Health Research Ethics Committee
IRB Approval Date
2023-10-23
IRB Approval Number
NHREC/01/01/2007-23/10/2023
IRB Name
University of Bristol School of Economics Ethics Committee
IRB Approval Date
2023-10-25
IRB Approval Number
N/A