Dataset Information

Substance Use Among Young Mothers: An Analysis of Facebook Posts.

ABSTRACT:

Background

Substance use among young pregnant women is a common and significant public health concern associated with a number of adverse outcomes for both mothers and infants. Social media posts by young women can provide valuable, real-world insight into their perceptions of substance use immediately before and during pregnancy.

Objective

The aim of this study was to characterize the frequency and content of posts regarding substance use in the year before pregnancy and during pregnancy among young mothers.

Methods

Facebook posts were mined from young pregnant women (age, 16-24 years) who consented from 2 Midwest primary care clinics that serve a predominantly low-income community. Natural language processing was used to identify posts related to substance use by keyword searching (eg, drunk, drugs, pot, and meth). Using mixed-methods techniques, 2 investigators iteratively coded and identified major themes around substance use from these mined Facebook posts. Outcome measures include the frequency of posts and major themes expressed regarding substance use before and during pregnancy.

Results

Women in our sample (N=43) had a mean age of 21 (SD 2.3) years, and the largest subgroup (21/43, 49%) identified as non-Hispanic black; 26% (11/43) identified as non-Hispanic white; 16% (7/43) as Hispanic; and 9% (4/43) as non-Hispanic mixed race, Native American, or other. The largest subgroup (20/43, 47%) graduated high school without further education, while 30% (13/43) completed only some high school and 23% (10/43) completed at least some postsecondary education. Young women discussed substance use on social media before and during pregnancy, although compared with the year before pregnancy, the average frequency of substance-related posts during pregnancy decreased. Themes identified included craving alcohol or marijuana, social use of alcohol or marijuana, reasons for abstaining from substance use, and intoxication.

Conclusions

Facebook posts reveal that young pregnant women discuss the use of substances, predominantly alcohol and marijuana. Future work can explore clinical opportunities to prevent and treat substance use before and during pregnancy among young, at-risk mothers.

SUBMITTER: Oram D

PROVIDER: S-EPMC6716430 | biostudies-literature | 2018 Dec

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Substance Use Among Young Mothers: An Analysis of Facebook Posts.

Oram Daniel D Tzilos Wernette Golfo G Nichols Lauren P LP Vydiswaran V G Vinod VGV Zhao Xinyan X Chang Tammy T

JMIR pediatrics and parenting 20181204 2

<h4>Background</h4>Substance use among young pregnant women is a common and significant public health concern associated with a number of adverse outcomes for both mothers and infants. Social media posts by young women can provide valuable, real-world insight into their perceptions of substance use immediately before and during pregnancy.<h4>Objective</h4>The aim of this study was to characterize the frequency and content of posts regarding substance use in the year before pregnancy and during p ...[more]

PMID: 31518312

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Project description:BACKGROUND:Although health care organizations such as hospitals and clinics have widely embraced social media as a means to educate the community on health topics and increase patient loyalty and satisfaction, little is known about the content these organizations actually share when using social media channels. OBJECTIVE:This study aimed to explore the types of content US hospitals post on their Facebook pages and how hospitals' Facebook activities differ with regard to content types. METHODS:We collected and thematically analyzed more than 1700 Facebook posts made over a 3-month period by 17 US hospitals. During the first phase, the 2 researchers coded a set of 159 posts and created an initial thematic web of content. During the second phase, the researchers coded the remaining posts and then revised, refined, and validated the initial web of content accordingly. Coding consensus was achieved on 1184 of the 1548 analyzable sampled posts (76.49%). RESULTS:We identified a list of 13 unique health social media post themes and classified those themes into 3 thematic groups that included announcing, sharing, and recognizing activities. The most frequently used theme was sharing health information, which appeared in 35.81% (424/1184) of the posts analyzed. Such posts sought to provide health tips and advice to community members. Recognizing special days and recognizing employees were the second and third most frequently used themes, respectively, with 14.95% (177/1184) and 11.82% (140/1184) of the posts containing those themes. The frequency of these themes was surprising as the content was geared more toward stakeholders internal to the organization, although most previous literature has focused on social media as a tool to connect with external stakeholders. In addition, we found many of the posts involved more than one theme, and selected sets of themes co-occurred frequently. For example, 25.4% (45/177) of the posts recognizing special days also included content to share health information, and approximately 38% (32/85) of the posts announcing research activities also included content to share health information. Finally, we found similarities and differences between the sampled hospitals in terms of the types of content they posted more frequently on their Facebook pages. CONCLUSIONS:Hospitals use Facebook as an inexpensive way to educate people on health and wellness topics and to communicate different types of information and news to the public audience. Hospitals and clinics that are expanding their social media activities or are starting to embark on social media strategies can use the results of this study to better formulate their activities on Facebook.

Project description:ObjectiveThe authors qualitatively examined how lesbian, gay, bisexual, transgender, and queer (LGBTQ) young adults with probable substance use disorders conceptualized their substance use vis-à-vis their LGBTQ identities.MethodsIndividual, in-depth, semistructured interviews were conducted with 59 LGBTQ young adults (ages 21-34) who were participants in a larger longitudinal cohort study and who met criteria for a probable substance use disorder. Data were analyzed via iterative, thematic analytic processes.ResultsParticipants' narratives highlighted processes related to minority stress that shape substance use, including proximal LGBTQ stressors (e.g., self-stigma and expectations of rejection) and distal LGBTQ stressors (e.g., interpersonal and structural discrimination) and associated coping. Participants also described sociocultural influences, including the ubiquitous availability of substances within LGBTQ social settings, as salient contributors to their substance use and development of substance use disorders. Participants who considered themselves transgender or other gender minorities, all of whom identified as sexual minorities, described unique stressors and coping at the intersection of their minority identities (e.g., coping with two identity development and disclosure periods), which shaped their substance use over time.ConclusionsMultilevel minority stressors and associated coping via substance use in adolescence and young adulthood, coupled with LGBTQ-specific sociocultural influences, contribute to the development of substance use disorders among some LGBTQ young adults. Treatment providers should address clients' substance use vis-à-vis their LGBTQ identities and experiences with related stressors and sociocultural contexts and adopt culturally humble and LGBTQ-affirming treatment approaches. Efforts to support LGBTQ youths and young adults should focus on identifying ways of socializing outside of substance-saturated environments.

Dataset Information

Substance Use Among Young Mothers: An Analysis of Facebook Posts.

Background

Objective

Methods

Results

Conclusions

Publications

Substance Use Among Young Mothers: An Analysis of Facebook Posts.

Similar Datasets

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