Related Experiment Video
Updated: Jan 19, 2026

Author Spotlight: Developing a Point-of-Care Hemoglobin Estimation Method for Anemia Management
Published on: January 19, 2024
Measuring unmet need for contraception as a point prevalence
Caroline Moreau1,2, Mridula Shankar1, Stephane Helleringer1
1Population Family Reproductive Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA.
The standard measure of unmet need for contraception has low predictive value. New current status (CS) measures better identify women needing contraception, especially those intending future use.
Area of Science:
- Reproductive Health
- Demography
- Public Health
Background:
- Conceptual concerns exist with the standard indicator of unmet need for contraception.
- A new framework proposes current status (CS) measures of unmet need and demand.
- These measures link contraceptive behaviors to pregnancy exposure and future intentions.
Purpose of the Study:
- To address conceptual concerns with the standard unmet need indicator.
- To define and explore new point prevalence measures of current status (CS) unmet need and demand.
- To estimate the proportion of women with CS unmet demand who may be more likely to adopt contraception.
Main Methods:
- Utilized Demographic and Health Survey data from 46 low- and middle-income countries (2010-2018).
- Assessed classification differences between standard and CS unmet need indicators.
- Estimated the percentage of women with CS unmet demand intending future contraception use.
Main Results:
- Substantial country-level differences observed between standard and CS unmet need estimates.
- The standard measure's average predictive value for identifying unmet need cases is 53%.
- Approximately half of women with unmet need, regardless of indicator, intend to use contraception.
Conclusions:
- The standard unmet need indicator demonstrates low predictive value for current unmet need.
- The standard indicator does not accurately reflect a prevalence estimate of unmet need.
- Current status measures offer a more refined approach to understanding contraceptive needs.
Related Concept Videos
Birth Control Methods
Prevalence and Incidence
Prevalence indicates the proportion of individuals in a population who have a specific disease or health...
Confidence Intervals
A...
Sample Proportion and Population Proportion
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Testing a Claim about Population Proportion
There are two methods of testing a claim about a population proportion: (1) Using the sample proportion from the data where a binomial distribution is approximated to the normal distribution and (2) Using the binomial probabilities calculated from the data.
The first method uses normal distribution as an approximation to the binomial distribution. The requirements are as follows: sample size is large...

