Use of open-text responses to recode categorical survey data on postpartum contraception use among women in the United States: A mixed-methods inquiry of Pregnancy Risk Assessment Monitoring System data.
Nicole K RichardsChristopher P MorleyMartha A WojtowyczErin BevecBrooke A LevandowskiPublished in: PLoS medicine (2022)
In this study, we observed that respondents reporting contraception nonuse often described other methods of pregnancy prevention and contraception barriers that were not included in categorical response options. Open-text responses shed light on a more comprehensive list of pregnancy prevention methods and nonuse options. Our findings contribute to survey questions that can lead to more accurate depiction of postpartum contraceptive behavior. Additionally, future use of these qualitative methods may be used to improve other health behavior survey development and resulting data.
Keyphrases
- pregnancy outcomes
- electronic health record
- risk assessment
- preterm birth
- cross sectional
- big data
- minimally invasive
- healthcare
- public health
- smoking cessation
- randomized controlled trial
- high resolution
- mental health
- human health
- adverse drug
- polycystic ovary syndrome
- study protocol
- skeletal muscle
- adipose tissue
- deep learning
- data analysis
- machine learning
- artificial intelligence
- social media
- mass spectrometry
- health promotion
- double blind