Advertisement
Original Research Article|Articles in Press, 109996

An examination of loss to follow-up and potential bias in outcome ascertainment in a study of direct-to-patient telemedicine abortion in the United States

  • Author Footnotes
    1 The author’s affiliation is included for informational purposes only; this work was not conducted under the auspices of the Guttmacher Institute. The views expressed herein are those of the authors and do not necessarily reflect the views of the Guttmacher Institute.
    Jessica D. Rosenberg
    Correspondence
    Corresponding author.
    Footnotes
    1 The author’s affiliation is included for informational purposes only; this work was not conducted under the auspices of the Guttmacher Institute. The views expressed herein are those of the authors and do not necessarily reflect the views of the Guttmacher Institute.
    Affiliations
    Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA

    Guttmacher Institute, New York, NY, USA
    Search for articles by this author
  • Elizabeth Raymond
    Affiliations
    Gynuity Health Projects, New York, NY, USA
    Search for articles by this author
  • Tara Shochet
    Affiliations
    Gynuity Health Projects, New York, NY, USA
    Search for articles by this author
  • Author Footnotes
    1 The author’s affiliation is included for informational purposes only; this work was not conducted under the auspices of the Guttmacher Institute. The views expressed herein are those of the authors and do not necessarily reflect the views of the Guttmacher Institute.

      Abstract

      Objectives

      To examine associations between factors associated with loss to follow-up and effectiveness in the TelAbortion project, which provided medication abortion by direct-to-patient telemedicine and mail in the United States.

      Study design

      The study population for this descriptive analysis included abortions among participants enrolled in the TelAbortion study with data present in a web-based database tool from November 2018 to September 2021 who were mailed a medication package. The analysis included information on abortions across nine sites. In this analysis, we used generalized estimating equations to examine factors associated with loss to follow-up and effectiveness.

      Results

      Of the 1831 abortions included in this analysis, 1553 (84.8%) were classified as having complete follow-up and 278 (15.2%) were classified as lost to follow-up. In a multivariable analysis, factors significantly associated with loss to follow-up included history of medical abortion, education, gestational age, study site, and whether the TelAbortion was performed pre- or post-COVID-19 onset (p < 0.05). The rate of treatment failure (i.e., abortions resulting in continuing pregnancy or uterine evacuation) reported in this study was 5.1%. The only covariate associated with both loss to follow-up and treatment failure was higher gestational age. However, using gestational age to impute missing abortion outcomes did not substantially change the estimated failure rate.

      Conclusions

      Abortions that were lost to follow-up differed substantially from those with complete follow-up, which could bias the effectiveness estimate. However, imputing outcomes based on available and appropriate pretreatment data did not substantially affect the estimate. This finding is encouraging, although it does not exclude the possibility of bias due to unmeasured factors.

      Implications

      Significant differences between abortion cases with complete follow-up and those lost to follow-up provide insights into abortion cases that may be at a higher risk for being lost. The low treatment failure rate indicates that the telemedicine provision of medication abortion is effective.

      Keywords

      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Contraception
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • Upadhyay U.D.
        • Grossman D.
        Telemedicine for medication abortion.
        Contraception. 2019; 100: 351-353https://doi.org/10.1016/j.contraception.2019.07.005
        • Endler M.
        • Beets L.
        • Gemzell Danielsson K.
        • Gomperts R.
        Safety and acceptability of medical abortion through telemedicine after 9 weeks of gestation: a population-based cohort study.
        Bjog. 2019; 126: 609-618https://doi.org/10.1111/1471-0528.15553
        • Kohn J.E.
        • Snow J.L.
        • Simons H.R.
        • Seymour J.W.
        • Thompson T.A.
        • Grossman D.
        Medication abortion provided through telemedicine in four U.S. States.
        Obstet Gynecol. 2019; 134: 343-350https://doi.org/10.1097/AOG.0000000000003357
        • Haimov-Kochman R.
        • Arbel R.
        • Sciaky-Tamir Y.
        • Brzezinski A.
        • Laufer N.
        • Yagel S.
        Risk factors for unsuccessful medical abortion with mifepristone and misoprostol.
        Acta Obstet Gynecol Scand. 2007; 86: 462-466https://doi.org/10.1080/00016340701203632
        • Michie L.
        • Cameron S.T.
        Simplified follow-up after early medical abortion: 12-month experience of a telephone call and self-performed low-sensitivity urine pregnancy test.
        Contraception. 2014; 89: 440-445https://doi.org/10.1016/j.contraception.2014.01.010
        • Endler M.
        • Lavelanet A.
        • Cleeve A.
        • Ganatra B.
        • Gomperts R.
        • Gemzell-Danielsson K.
        Telemedicine for medical abortion: a systematic review.
        Bjog. 2019; 126: 1094-1102https://doi.org/10.1111/1471-0528.15802
        • Chong E.
        • Shochet T.
        • Raymond E.
        • Platais I.
        • Anger H.A.
        • Raidoo S.
        • et al.
        Expansion of a direct-to-patient telemedicine abortion service in the United States and experience during the COVID-19 pandemic.
        Contraception. 2021; 104: 43-48https://doi.org/10.1016/j.contraception.2021.03.019
        • Raymond E.
        • Chong E.
        • Winikoff B.
        • Platais I.
        • Mary M.
        • Lotarevich T.
        • et al.
        TelAbortion: evaluation of a direct to patient telemedicine abortion service in the United States.
        Contraception. 2019; 100: 173-177https://doi.org/10.1016/j.contraception.2019.05.013
        • Hyland P.
        • Raymond E.G.
        • Chong E.
        A direct-to-patient telemedicine abortion service in Australia: retrospective analysis of the first 18 months.
        Aust N Z J Obstet Gynaecol. 2018; 58: 335-340https://doi.org/10.1111/ajo.12800
        • Gomperts R.
        • van der Vleuten K.
        • Jelinska K.
        • da Costa C.V.
        • Gemzell-Danielsson K.
        • Kleiverda G.
        Provision of medical abortion using telemedicine in Brazil.
        Contraception. 2014; 89: 129-133https://doi.org/10.1016/j.contraception.2013.11.005
        • Gomperts R.
        • Petow S.A.
        • Jelinska K.
        • Steen L.
        • Gemzell-Danielsson K.
        • Kleiverda G.
        Regional differences in surgical intervention following medical termination of pregnancy provided by telemedicine.
        Acta Obstet Gynecol Scand. 2012; 91: 226-231https://doi.org/10.1111/j.1600-0412.2011.01285.x
        • Gomperts R.J.
        • Jelinska K.
        • Davies S.
        • Gemzell-Danielsson K.
        • Kleiverda G.
        Using telemedicine for termination of pregnancy with mifepristone and misoprostol in settings where there is no access to safe services.
        Bjog. 2008; 115: 1171-1175https://doi.org/10.1111/j.1471-0528.2008.01787.x
        • Aiken A.R.A.
        • Digol I.
        • Trussell J.
        • Gomperts R.
        Self reported outcomes and adverse events after medical abortion through online telemedicine: population based study in the Republic of Ireland and Northern Ireland.
        Bmj. 2017; 357j2011https://doi.org/10.1136/bmj.j2011
        • Wiebe E.R.
        Use of telemedicine for providing medical abortion.
        Int J Gynaecol Obstet. 2014; 124: 177-178https://doi.org/10.1016/j.ijgo.2013.07.038
        • Horning E.L.
        • Chen B.A.
        • Meyn L.A.
        • Creinin M.D.
        Comparison of medical abortion follow-up with serum human chorionic gonadotropin testing and in-office assessment.
        Contraception. 2012; 85: 402-407https://doi.org/10.1016/j.contraception.2011.09.007
        • Madden T.
        • Westhoff C.
        Rates of follow-up and repeat pregnancy in the 12 months after first-trimester induced abortion.
        Obstet Gynecol. 2009; 113: 663-668https://doi.org/10.1097/AOG.0b013e318195dd1e
        • Pohjoranta E.
        • Mentula M.
        • Suhonen S.P.
        • Heikinheimo O.
        Predicting poor compliance with follow-up and intrauterine contraception services after medical termination of pregnancy.
        BMJ Sex Reprod Health. 2018; 44: 278-285https://doi.org/10.1136/bmjsrh-2018-200098
        • Ntaganira I.
        • Germain M.
        • Guilbert E.
        Factors associated with follow-up visit non-compliance after induced abortion.
        Can J Public Health. 1998; 89: 62-65https://doi.org/10.1007/BF03405798
        • Columbia Public Health
        Missing data and multiple imputation.
        Population Health Methods. 2022;
        • Eekhout I.
        • van de Wiel M.A.
        • Heymans M.W.
        Methods for significance testing of categorical covariates in logistic regression models after multiple imputation: power and applicability analysis.
        BMC Med Res Methodol. 2017; 17129https://doi.org/10.1186/s12874-017-0404-7
        • Mickey R.M.
        • Greenland S.
        The impact of confounder selection criteria on effect estimation.
        Am J Epidemiol. 1989; 129: 125-137https://doi.org/10.1093/oxfordjournals.aje.a115101
        • Pan W.
        Akaike's information criterion in generalized estimating equations.
        Biometrics. 2001; 57: 120-125https://doi.org/10.1111/j.0006-341x.2001.00120.x
        • van Buuren S.
        • Groothuis-Oudshoorn K.
        mice: Multivariate imputation by chained equations in R.
        J Statist Softw. 2011; 45: 1-67
        • Upadhyay U.D.
        • Raymond E.G.
        • Koenig L.R.
        • Coplon L.
        • Gold M.
        • Kaneshiro B.
        • et al.
        Outcomes and safety of history-based screening for medication abortion: a retrospective multicenter cohort study.
        JAMA Intern Med. 2022; 182: 482-491https://doi.org/10.1001/jamainternmed.2022.0217
        • Anger H.A.
        • Raymond E.G.
        • Grant M.
        • Haskell S.
        • Boraas C.
        • Tocce K.
        • et al.
        Clinical and service delivery implications of omitting ultrasound before medication abortion provided via direct-to-patient telemedicine and mail in the U.S.
        Contraception. 2021; 104: 659-665https://doi.org/10.1016/j.contraception.2021.07.108
        • Raymond E.G.
        • Anger H.A.
        • Chong E.
        • Haskell S.
        • Grant M.
        • Boraas C.
        • et al.
        “False positive” urine pregnancy test results after successful medication abortion.
        Contraception. 2021; 103: 400-403https://doi.org/10.1016/j.contraception.2021.02.004
        • Kerestes C.
        • Delafield R.
        • Elia J.
        • Chong E.
        • Kaneshiro B.
        • Soon R.
        “It was close enough, but it wasn’t close enough”: a qualitative exploration of the impact of direct-to-patient telemedicine abortion on access to abortion care.
        Contraception. 2021; 104: 67-72https://doi.org/10.1016/j.contraception.2021.04.028
        • Cameron S.T.
        • Glasier A.
        • Dewart H.
        • Johnstone A.
        • Burnside A.
        Telephone follow-up and self-performed urine pregnancy testing after early medical abortion: a service evaluation.
        Contraception. 2012; 86: 67-73https://doi.org/10.1016/j.contraception.2011.11.010
        • McKay R.J.
        • Rutherford L.
        Women's satisfaction with early home medical abortion with telephone follow-up: a questionnaire-based study in the U.K.
        J Obstet Gynaecol. 2013; 33: 601-604https://doi.org/10.3109/01443615.2013.782276
        • Chen M.J.
        • Creinin M.D.
        Mifepristone with buccal misoprostol for medical abortion: a systematic review.
        Obstet Gynecol. 2015; 126: 12-21https://doi.org/10.1097/AOG.0000000000000897
        • Jerman J.
        • Jones R.K.
        • Onda T.
        Characteristics of U.S. Abortion Patients in 2014 and Changes Since 2008.
        Guttmacher Institute, 2016
        • Mark A.
        • Foster A.M.
        • Perritt J.
        The future of abortion is now: mifepristone by mail and in-clinic abortion access in the United States.
        Contraception. 2021; 104: 38-42https://doi.org/10.1016/j.contraception.2021.03.033