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Darcy A, Beaudette A, Chiauzzi E, Daniels J, Goodwin K, Mariano TY, Wicks P, Robinson A. Anatomy of a Woebot® (WB001): agent guided CBT for women with postpartum depression. Expert Rev Med Devices 2023; 20:1035-1049. [PMID: 37938145 DOI: 10.1080/17434440.2023.2280686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 11/03/2023] [Indexed: 11/09/2023]
Abstract
INTRODUCTION Postpartum depression (PPD) is common, persistent, and stigmatized. There are insufficient trained professionals to deliver appropriate screening, diagnosis, and treatment. AREAS COVERED WB001 is a Software as a Medical Device (SaMD) based Agent-Guided Cognitive-Behavioral Therapy (AGCBT) program for the treatment of PPD, for which Breakthrough Device Designation was recently granted by the US Food and Drug Administration. WB001 combines therapeutic alliance, human-centered design, machine learning techniques, and established principles from CBT and interpersonal therapy (IPT). We introduce AGCBT as a new model of service delivery, whilst describing Woebot, the agent technology that enables guidance through the replication of some elements of human relationships. The profile describes the device's design principles, enabling technology, risk handling, and efficacy data in PPD. EXPERT OPINION WB001 is a dynamic and personalized tool with which patients may establish a therapeutic bond. Woebot is designed to augment (rather than replace) human healthcare providers, unlocking the therapeutic potency associated with guidance, whilst retaining the scalability and agency that characterizes self-help approaches. WB001 has the potential to improve both the quality and the scalability of care through providing support to patients on waiting lists, in between clinical encounters, and enabling automation of measurement-based-care.
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Affiliation(s)
| | | | | | | | | | - Timothy Y Mariano
- Woebot Health, San Francisco, CA, USA
- RR&D Center for Neurorestoration and Neurotechnology, VA Providence Healthcare System, Providence, RI, USA
- Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI, USA
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Darcy A, Beaudette A, Chiauzzi E, Daniels J, Goodwin K, Mariano TY, Wicks P, Robinson A. Anatomy of a Woebot® (WB001): agent guided CBT for women with postpartum depression. Expert Rev Med Devices 2022; 19:287-301. [PMID: 35748029 DOI: 10.1080/17434440.2022.2075726] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 05/05/2022] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Postpartum Depression (PPD) is common, persistent, and stigmatized. There are insufficient trained professionals to deliver appropriate screening, diagnosis, and treatment. AREAS COVERED WB001 is a Software as a Medical Device (SaMD) based Agent-Guided Cognitive Behavioral Therapy (AGCBT) program for the treatment of PPD, for which Breakthrough Device Designation was recently granted by the US Food and Drug Administration. WB001 combines therapeutic alliance, human-centered design, machine learning techniques, and established principles from CBT and interpersonal therapy (IPT). We introduce AGCBT as a new model of service delivery, whilst describing Woebot, the agent technology that enables guidance through the replication of some elements of human relationships. The profile describes the device's design principles, enabling technology, risk handling, and efficacy data in PPD. EXPERT OPINION WB001 is a dynamic and personalized tool with which patients may establish a therapeutic bond. Woebot is designed to augment (rather than replace) human healthcare providers, unlocking the therapeutic potency associated with guidance, whilst retaining the scalability and agency that characterizes self-help approaches. WB001 has the potential to improve both the quality and the scalability of care through providing support to patients on waiting lists, in between clinical encounters, and enabling automation of measurement-based care.
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Howard H, Freeman K, Clark K. U.S. Survey of Shared Decision Making Use for Treating Pregnant Women Presenting with Opioid Use Disorder. Subst Use Misuse 2019; 54:2241-2250. [PMID: 31349761 DOI: 10.1080/10826084.2019.1644524] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Background: The incidence of pregnant women with an opioid use disorder (PWOUD) at delivery has quadrupled since 1999. State-specific statutes regarding PWOUD often pose punitive measures to the mother-infant dyad, involving the child welfare and criminal justice systems. Shared decision making (SDM) assists individuals through complex health and recovery processes. Objectives: To determine use of SDM in treating PWOUD and associated factors and to quantify physicians' review and discussion of child welfare statutes. Methods: The American College of Obstetricians and Gynecologists (ACOG) e-mailed the survey to a random sample of members, with 568 responding. Bivariate analyses to identify factors associated with each outcome were performed using Wilcoxon Rank Sum tests or Fisher's Exact tests. Variables yielding p values < .20 were included in initial logistic regression models; the final model included only significant (<.05) variables. Results: Sixty-one percent used SDM most of the time. Logistic regression indicated that those using SDM were more likely to have had training in substance use disorder and felt prepared for caring for PWOUD; 39% reviewed statutes, and 54% discussed them with PWOUDs. Conclusion: Survey results provide evidence for patient-centered care approaches that support PWOUD involvement in treatment decision making. The SDM model provides an empowerment framework for women to be involved in the process during their pregnancies and opioid use disorder treatments. Future studies might assess the effectiveness of SDM dialogs with PWOUD and evaluate CME training and medical curricula regarding the SDM model.
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Affiliation(s)
- Heather Howard
- Charles E. Schmidt College of Medicine, Florida Atlantic University , Boca Raton , FL , USA
| | - Katherine Freeman
- Charles E. Schmidt College of Medicine, Florida Atlantic University , Boca Raton , FL , USA
| | - Katie Clark
- George Washington University , Washington, DC , USA
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Abstract
Objective The aim of this study was to explore the effects of acupuncture on mild postpartum depression (PPD). Methods 15 patients diagnosed with PPD were enrolled in the study. Patients who satisfied the inclusion criteria received acupuncture therapy eight times over 4 weeks in the form of two 20-min treatment sessions per week. The treatment site was the BL67 acupuncture point (on the outside of the fifth toenail). After disinfecting the skin on the toes, sterile steel needles were gently inserted into the acupuncture point until the patient started to feel numb or swollen, a sensation known as de qi. Acupuncture was performed by the same doctor using HuanQiu stainless steel needles that were 0.2 mm in diameter and 40 mm in length. The Hamilton Depression Scale (HAMD) was used to evaluate the clinical effects of this therapy. Questionnaires were distributed to patients before therapy and 1 week after therapy and were immediately completed and checked. Results Treatment was associated with symptomatic improvement for all patients who adhered to therapy. The nine patients who completed treatment had an average pain score of 6.66 (SD 0.86); these patients’ average pre-treatment pain score was 10.83 (SD 1.47). Six patients who did not complete treatment had an average pain score of 11.23 (SD 1.48); the average pre-treatment pain score of these patients was 10.5 (SD 2.21). Thus, symptoms did not significantly improve for patients who failed to adhere to the therapy. There was no significant difference between the two groups with respect to HAMD score before treatment (P=0.363). By contrast, asignificant between-group difference in post-treatment HAMD score was detected (P=0.001). Two patients discontinued treatment due to haemorrhage at the site of needling, and four patients discontinued treatment due to the inconvenience of traffic. There were no significant complications. Conclusion Acupuncture therapy at BL67 may alleviate symptoms of mild PPD, however controlled clinical investigations are required to confirm its efficacy and effectiveness for this condition.
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Howard H. Experiences of opioid-dependent women in their prenatal and postpartum care: Implications for social workers in health care. SOCIAL WORK IN HEALTH CARE 2015; 55:61-85. [PMID: 26720672 DOI: 10.1080/00981389.2015.1078427] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The prevalence of prescription opioid abuse has increased nationally in the last decade with increased incidence rates reported among pregnant women. This was a qualitative study designed to understand the role of pregnant women with an opioid use disorder participating in medical decision making regarding their prenatal care while addressing their addiction. Group interviews were conducted with postpartum women who self-identified as opioid dependent during their pregnancy, and the data were analyzed using Interpretative Phenomenological Analysis. Social workers in the health care setting are an integral part of the interdisciplinary team in caring for pregnant and postpartum opioid-dependent women. Social workers are ideal in creating stigma reduction strategies, peer and professional supports, and comprehensive coordinated care. A social justice-based practice may be a framework to utilize when caring for this unique population.
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Affiliation(s)
- Heather Howard
- a Department of Social Work , Wheelock College , Boston , Massachusetts , USA
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Interpersonal psychotherapy for postpartum depression: a systematic review. Arch Womens Ment Health 2014; 17:257-68. [PMID: 24957781 DOI: 10.1007/s00737-014-0442-7] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2014] [Accepted: 06/11/2014] [Indexed: 10/25/2022]
Abstract
Interpersonal psychotherapy (IPT) is a dynamically informed and present-focused psychotherapy originally conceived for patients with unipolar depression and subsequently modified for other disorders, including postpartum depression (PPD). The aim of this paper is to review the evidence on the efficacy of IPT for PPD. We conducted a systematic review of studies published between 1995 and April 2013 assessing the efficacy of IPT for PPD using PubMed and PsycINFO. We included the following: (i) articles that presented a combination of at least two of the established terms in the abstract, namely, interpersonal [all fields] and ("psychotherapy" [MeSH terms] or psychotherapy [all fields]) and (perinatal [all fields] or postpartum [all fields]) and ("depressive disorder" [MeSH terms] or ("depressive" [all fields] and "disorder" [all fields]) or depressive disorder [all fields] or "depression" [all fields] or depression [MeSH terms]); (ii) manuscripts in English; (iii) original articles; and (iv) prospective or retrospective observational studies (analytical or descriptive), experimental, or quasi-experimental. Exclusion criteria were as follows: (i) other study designs, such as case reports, case series, and reviews; (ii) non-original studies including editorials, book reviews, and letters to the editor; and (iii) studies not specifically designed and focused on IPT. We identified 11 clinical primary trials assessing the efficacy of IPT for PPD, including 3 trials with group interventions (G-IPT) and one that required the presence of the partner (PA-IPT). We also identified six studies interpersonal-psychotherapy-oriented preventive interventions for use in pregnancy. IPT studies showed overall clinical improvement in the most commonly used depression measures in postpartum depressed women (EPDS, HDRS, BDI) and often-full recovery in several cases of treated patients. Evidence from clinical trials indicates that, when administered in monotherapy (or in combination with antidepressants), IPT may shorten the time to recovery from PPD and prolong the time spent in clinical remission.
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Battle CL, Howard MM. A mother-baby psychiatric day hospital: History, rationale, and why perinatal mental health is important for obstetric medicine. Obstet Med 2014; 7:66-70. [PMID: 27512426 DOI: 10.1177/1753495x13514402] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Women frequently experience depression, anxiety, or other mental health concerns during pregnancy and postpartum, impacting her and her infant's health. Patients who require management of medical conditions during the perinatal period are even more likely to experience depression and anxiety compared to those without comorbid medical issues. Despite the availability of effective treatments, perinatal mental health utilization rates are strikingly low. METHODS To address common treatment barriers, we developed a specialized mother-baby day hospital for women with psychiatric distress during the peripartum. In this report, we summarize findings from 800 patient satisfaction surveys collected from women treated at the program between 2007 and 2012. RESULTS Findings suggest that women are highly satisfied with the treatment received, often noting that the inclusion of the baby in their treatment is a highly valued feature of care. CONCLUSION The relevance of perinatal mental health services for patients who are followed by obstetrical medicine specialists is discussed.
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Affiliation(s)
- Cynthia L Battle
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA; Department of Medicine, Women & Infants' Hospital of Rhode Island, Providence, RI, USA; Psychosocial Research Program, Butler Hospital, Providence, RI, USA
| | - Margaret M Howard
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA; Department of Medicine, Women & Infants' Hospital of Rhode Island, Providence, RI, USA
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Abstract
Postpartum depression is the most common psychiatric complication of child-bearing. Despite the potentially deleterious effects of postpartum depression on the mother and her infant, the disorder is often unrecognized and untreated. Women may be reluctant to seek professional help because of the stigma of mental illness, or they may be unwilling to try medication because of concerns about safety during lactation. In this review of postpartum depression, we discuss its clinical presentation, diagnosis, differential diagnosis, and treatment.
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Abstract
Perinatal depression is prevalent and has a great impact on both mother and infant. There are empirically validated treatments for both postpartum depression and depression during pregnancy. Primary among these is Interpersonal Psychotherapy, which has been shown to be effective for postpartum women across the spectrum from mild to severe depression. At present, Interpersonal Psychotherapy is the best validated treatment for postpartum depression and should be considered first-line treatment, especially for depressed breastfeeding women.
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Affiliation(s)
- Scott Stuart
- University of Iowa, Department of Psychiatry, Psychology, Iowa City, Iowa 52242, USA.
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Stuart S. Interpersonal psychotherapy for postpartum depression. Clin Psychol Psychother 2012. [PMID: 22473762 PMCID: PMC4141636 DOI: 10.1002/cpp.1778; 10.1002/cpp.1778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
Perinatal depression is prevalent and has a great impact on both mother and infant. There are empirically validated treatments for both postpartum depression and depression during pregnancy. Primary among these is Interpersonal Psychotherapy, which has been shown to be effective for postpartum women across the spectrum from mild to severe depression. At present, Interpersonal Psychotherapy is the best validated treatment for postpartum depression and should be considered first-line treatment, especially for depressed breastfeeding women.
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Affiliation(s)
- Scott Stuart
- University of Iowa, Department of Psychiatry, Psychology, Iowa City, Iowa 52242, USA.
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Abstract
BACKGROUND The prevalence and recurrence rates of postpartum depression (PPD) are 13 and 25%, respectively. Despite its detrimental impact on the health of the mother-infant dyad, there is a paucity of data in the literature regarding the efficacy of pharmacological treatment of PPD. OBJECTIVES i) To review the literature on the use of antidepressants and hormonal supplements for the prevention and the treatment of PPD; ii) to give the authors' opinion on the current status of the pharmacological treatment of PPD; and iii) to discuss developments that are likely to be important in the future. METHODS An electronic search was performed by using PubMed, Medline, and PsychINFO. Inclusion criteria were: i) empirical articles in peer-reviewed English-language journals; ii) well-validated measures of depression; and iii) a uniform scoring system for depression among the sample. RESULTS/CONCLUSION The electronic search yielded a total of 19 articles (12 on treatment and 7 on prevention of PPD) with the following study designs: eight randomized clinical trials (six using placebo control and two using active control groups), and 11 open-label studies. The selection of the specific antidepressant for a woman with PPD should derive from a personalized risk-benefit analysis.
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Affiliation(s)
- Teresa Lanza di Scalea
- Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, 3811 O'Hara Street, Pittsburgh, PA 15213, USA.
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Abstract
We performed an electronic search by using MEDLINE, PreMEDLINE, Current Contents, Biological Abstracts, and PsycINFO from June 2002 to December 2008 using the following terms: "antidepressant drugs", "antidepressive agents", "human milk", "lactation", and "breastfeeding" and the generic name of each antidepressant. Articles in the English language with reports of antidepressants in maternal serum or breast milk, infant serum, and short-term and long-term clinical outcomes in the infants were obtained. The search yielded a total of 31 empirical papers. Breastfeeding and antidepressant treatments are not mutually exclusive. Sertraline, paroxetine, nortriptyline, and imipramine are the most evidence-based medications for use during breastfeeding.
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Abstract
Postpartum depression (PPD) is the most common medical complication of childbearing. Universal screening maximizes the likelihood of prompt identification of PPD. Obstetrician-gynecologists routinely evaluate postpartum women for a general health examination and review of family planning options at approximately 6 weeks after birth; therefore, they are well positioned to identify PPD. In this study, we review the diagnostic criteria for postpartum depressive disorders and clinical risk factors predictive of PPD. We examine depression screening tools, appropriate cut-points associated with positive screens, the optimal timing for screening, and the acceptability of depression screening in obstetrical settings. Finally, we explore how to manage patients who screen positive for depression and treatment options for women with PPD.
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Affiliation(s)
- Dorothy K Y Sit
- Department of Psychiatry, Western Psychiatric Institute and Clinic University of Pittsburgh, 3811 O'Hara Street, Pittsburgh, PA 15213, USA.
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Pearlstein T, Howard M, Salisbury A, Zlotnick C. Postpartum depression. Am J Obstet Gynecol 2009; 200:357-64. [PMID: 19318144 DOI: 10.1016/j.ajog.2008.11.033] [Citation(s) in RCA: 247] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2008] [Revised: 10/30/2008] [Accepted: 11/17/2008] [Indexed: 12/12/2022]
Abstract
Postpartum depression (PPD) affects up to 15% of mothers. Recent research has identified several psychosocial and biologic risk factors for PPD. The negative short-term and long-term effects on child development are well-established. PPD is under recognized and under treated. The obstetrician and pediatrician can serve important roles in screening for and treating PPD. Treatment options include psychotherapy and antidepressant medication. Obstacles to compliance with treatment recommendations include access to psychotherapists and concerns of breastfeeding mothers about exposure of the infant to antidepressant medication. Further research is needed to examine systematically the short-term and long-term effect of medication exposure through breastmilk on infant and child development.
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Pearlstein T. Perinatal depression: treatment options and dilemmas. J Psychiatry Neurosci 2008; 33:302-18. [PMID: 18592032 PMCID: PMC2440793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/01/2023] Open
Abstract
The treatment of depression during pregnancy and the postpartum period raises unique concerns about safety for the developing fetus and the infant. An increasing number of studies suggest adverse effects from untreated stress, anxiety and depression as well as adverse effects from antidepressant and other psychotropic medications. Even when studies suggest a lack of short-term adverse effects with some medications, the paucity of systematic longitudinal follow-up studies investigating the development of children exposed to medications during pregnancy and breastfeeding causes apprehension. This review's objective is to highlight what is currently known about the negative effects of untreated disease and exposure to psychotropic medication, the treatment dilemmas confronting women with perinatal depression and issues that future studies should address so that a woman with perinatal depression can make an optimally informed decision.
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Affiliation(s)
- Teri Pearlstein
- Department of Psychiatry and Human Behavior, The Warren Alpert Medical School of Brown University and the Women's Behavioral Health Program, Women and Infants Hospital, Providence, RI 02905, USA.
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Battle CL, Zlotnick C, Pearlstein T, Miller IW, Howard M, Salisbury A, Stroud L. Depression and breastfeeding: which postpartum patients take antidepressant medications? Depress Anxiety 2008; 25:888-91. [PMID: 17431885 PMCID: PMC3918906 DOI: 10.1002/da.20299] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Depressed breastfeeding women may have concerns about taking antidepressant medications due to fears regarding infant exposure. We examined the clinical records of 73 breastfeeding women who sought depression treatment, to identify characteristics of those who took antidepressants. Compared to women who were not treated with pharmacotherapy, breastfeeding patients who took antidepressants had more severe symptoms, greater functional impairment, more extensive psychiatric histories, and were less likely to be involved in a committed relationship. No differences were found in age, race, or education.
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Abstract
AIM To watch videos on postnatal depression which are used by professionals, mothers and voluntary agencies and to review their quality, content, and themes. BACKGROUND To our knowledge there have been no previous studies of video tapes on postnatal depression for use by mothers and health care professionals during the antenatal and postnatal periods. A core group, consisting of a psychiatrist, health visitor and a mother, watched videos produced in the English language from Australia, South Africa, United States of America (USA) and the United Kingdom (UK). We found a similarity in all video tapes reviewed with regard to the feelings expressed by mothers and fathers. However, some of the context and culture differed in several countries where, during the management and treatment of postnatal depression, a medical rather than social model was preferred.
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Affiliation(s)
- Jane Hanley
- School of Health Science, University of Wales - Swansea campus, St David's Park, Carmarthen, Wales
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Pearlstein TB, Zlotnick C, Battle CL, Stuart S, O'Hara MW, Price AB, Grause MA, Howard M. Patient choice of treatment for postpartum depression: a pilot study. Arch Womens Ment Health 2006; 9:303-8. [PMID: 16932988 DOI: 10.1007/s00737-006-0145-9] [Citation(s) in RCA: 80] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2006] [Accepted: 07/19/2006] [Indexed: 10/24/2022]
Abstract
OBJECTIVE The lack of systematic efficacy research makes the selection of optimal treatment for postpartum depression (PPD) difficult. Moreover, the treatment decisions for women with PPD who are breastfeeding are heavily influenced by their concerns about infant exposure to antidepressant medication. The objective of this pilot trial was to examine the clinical characteristics of women with PPD associated with treatment selection. METHOD This open pilot trial offered 23 women with PPD one of 3 treatment options: sertraline, interpersonal psychotherapy (IPT), or their combination administered in an outpatient mental health setting over 12 weeks. Baseline and treatment outcome measures included the Hamilton Rating Scale for Depression (HRSD), the Beck Depression Inventory (BDI) and the Edinburgh Postnatal Depression Scale (EPDS). RESULTS Completers across all 3 treatment groups (n = 18) experienced significant clinical improvement with each of the 3 treatment modalities on the HRSD (p < 0.001), BDI (p < 0.001) and EPDS (p < 0.001). There were trends for women with a prior depression to more frequently choose sertraline as a treatment (alone or with IPT, p = 0.07), and for women who were breastfeeding to choose sertraline (alone or with IPT, p = 0.10) less frequently. CONCLUSION In this small sample of women with PPD, most women chose IPT with or without sertraline. A larger randomized study could further confirm the suggested predictors of treatment selection identified in this study: previous depression and breastfeeding status.
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Affiliation(s)
- T B Pearlstein
- Department of Psychiatry and Human Behavior, Brown Medical School, Providence, RI 02905, USA.
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