Objectives: Qualitative research suggests that covert users may be more likely to discontinue contraception due to the logistics of discretion and fear of disclosure. This study sought to quantify whether covert users are more likely to discontinue contraception than overt users.
Study Design: We used a national longitudinal survey from Kenya conducted from November 2019/February 2020 to November 2020/April 2021 to test whether the time to discontinuation between covert and overt users still in need of contraception differed using survival analyses over a period of 5 years since method initiation.
Results: Multivariate Cox regression results showed there was an interaction with time and covert use on the risk of discontinuation; for every additional month of use, there was an increased risk of discontinuation of covert users compared to overt users (3% increased hazard, = 0.02). At 1 and 2 years, there were no differences in the hazard of discontinuation (adjusted hazard ratio [aHR] 0.95, 95% CI 0.54-1.65 and aHR 1.37, 95% CI 0.85-2.21), yet at 3, 4, and 5 years, the hazard of discontinuation was higher for covert compared to overt users (aHR 1.99, 95% 1.11-3.56; aHR 2.89, 95% CI 2.0-6.40; aHR 4.18, 95% CI 1.45-12.0).
Conclusions: These results suggest efforts are needed to support covert users in managing their contraceptive use and for improving contraceptive counseling surrounding covert use. Our findings shed light on the increasing challenge covert users face after approximately the first 2 years of use; covert users require additional follow-up in both research and care provision.
Implications: Covert users are at a higher risk of discontinuation of contraception while still trying to avoid pregnancy, particularly after the first 2 years of use. Family planning providers and programs must protect access to and maintain the privacy of reproductive services to this population, focusing on follow-up care provision and counseling.
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http://dx.doi.org/10.1016/j.conx.2023.100102 | DOI Listing |
PLoS One
January 2025
School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam.
The explosion of Internet-of-Thing enables several interconnected devices but also gives rise chance for unauthorized parties to compromise sensitive information through wireless communication systems. Covert communication therefore has emerged as a potential candidate for ensuring data privacy in conjunction with physical layer transmission to render two lines of defense. In this paper, we aim to enhance the individual transmission of nearby users in non-orthogonal multiple access (NOMA) systems under scenarios of an eavesdropper who monitors covert transmission before decoding covert information.
View Article and Find Full Text PDFHostile design is a built environment strategy to discourage unwanted behaviors or limit use by unwanted users in a space. This commentary on a case identifies how hostile design choices perpetuate spatial injustice in both health care settings and the surrounding community and argues that health care organizations have duties to mitigate adverse health consequences of such spatial injustices. This commentary then describes strategies for identifying overt and covert hostile design of health care spaces and proposes future practices and translational research to make health care environments' designs accessible, approachable, and more just.
View Article and Find Full Text PDFWorld J Psychiatry
October 2024
Department of Research & Innovation, Southern Health National Health Service Foundation Trust, Southampton SO30 3JB, United Kingdom.
Background: Restrictive practices (RPs) are defined by measures linked to physical and chemical restraints to reduce the movement or control behaviours during any emergency. Seclusion is an equal part of RPs intended to isolate and reduce the sensory stimulation to safeguard the patient and those within the vicinity. Using interventions by way of virtual reality (VR) could assist with reducing the need for RPs as it could help reduce anxiety or agitation by way of placing users into realistic and immersive environments.
View Article and Find Full Text PDFHealth Promot Int
October 2024
Public Health, London School of Hygiene and Tropical Medicine, WC1E 7HT, London, UK.
PLoS One
October 2024
Department of English, Quaid-e-Azam University, Islamabad, Pakistan.
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