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Annual Review of Clinical Psychology | 2010

Prevention of Major Depression

Ricardo F. Muñoz; Pim Cuijpers; Filip Smit; Alinne Z. Barrera; Yan Leykin

Before the 1980s, no randomized controlled trials had been carried out to test whether major depressive episodes could be prevented. In the past 30 years, several trials have reported success in reducing the incidence (the number of new cases) of major depressive episodes. These studies suggest that major depression can be prevented. Given the large burden of disease caused by major depression, it is time for substantial systematic efforts to replicate these studies, carry out multisite trials, and widely disseminate prevention interventions found to be effective. The present review examines the conceptual and practical differences between treatment and prevention trials and the importance of identifying groups at high short-term risk for major depressive episodes to make prevention trials feasible. We also list the randomized controlled prevention trials that have been carried out to date and discuss the need for prevention interventions that go beyond the limits of traditional face-to-face interventions.


International Review of Psychiatry | 2007

Prevention of depression: The state of the science at the beginning of the 21st Century

Alinne Z. Barrera; Leandro D. Torres; Ricardo F. Muñoz

Major depression is one of the most prevalent mental disorders and the number one cause of disability worldwide. Once a person experiences a major depressive episode (MDE), the likelihood of recurrence is very high. The prevention of first onset, as well as the protection against recurrence after recovery, are therefore essential goals for the mental health field. By the end of the 20th century, however, most depression research efforts had focused on either acute or prophylactic treatment. In this article, we review USA and international studies that have attempted to reduce incidence of MDE, either 1) to prevent onset in populations of children and adults (including women during the postpartum period) not currently meeting diagnostic criteria for depression, or 2) to prevent a new episode in individuals who have recovered after treatment through protective, but not prophylactic interventions. We identified twelve randomized controlled trials focused on preventing the onset of major depression (both MDE and postpartum depression (PPD)), five randomized controlled trials focusing on preventing relapse, and no randomized controlled trials focused exclusively on preventing recurrent episodes through protective interventions. The review is limited in scope given that depression prevention trials focused on infants, young children, and older adults were not included in the review. The research to date suggests that the prevention of major depression is a feasible goal for the 21st century. If depression prevention interventions become a standard part of mental health services, unnecessary suffering due to depression will be greatly reduced. This review concludes with suggestions for the future direction of depression prevention research.


Psychological Medicine | 2010

Quitting smoking does not increase the risk of major depressive episodes among users of Internet smoking cessation interventions.

Leandro D. Torres; Alinne Z. Barrera; Kevin Delucchi; Carlos Penilla; Eliseo J. Pérez-Stable; Ricardo F. Muñoz

BACKGROUND Limited evidence has suggested that quitting smoking increases the incidence of major depressive episodes (MDEs), particularly for smokers with a history of depression. Further evidence for this increase would have important implications for guiding smoking cessation. METHOD Spanish- and English-speaking smokers without a current MDE (n=3056) from an international, online smoking cessation trial were assessed for abstinence 1 month after their initial quit date and followed for a total of 12 months. Incidence of screened MDE was examined as a function of abstinence and depression history. RESULTS Continued smoking, not abstinence, predicted MDE screened at 1 month [smoking 11.5% v. abstinence 7.8%, odds ratio (OR) 1.36, 95% confidence interval (CI) 1.04-1.78, p=0.02] but not afterwards (smoking 11.1% v. abstinence 9.8%, OR 1.05, 95% CI 0.77-1.45, p=0.74). Depression history predicted MDE screened at 1 month (history 17.1% v. no history 8.6%, OR 1.71, 95% CI 1.29-2.27, p<0.001) and afterwards (history 21.7% v. no history 8.3%, OR 3.87, 95% CI 2.25-6.65, p<0.001), although the interaction between history and abstinence did not. CONCLUSIONS Quitting smoking was not associated with increased MDE, even for smokers with a history of depression, although a history of depression was. Instead, not quitting was associated with increased MDE shortly following a quit attempt. Results from this online, large, international sample of smokers converge with similar findings from smaller, clinic-based samples, suggesting that in general, quitting smoking does not increase the incidence of MDEs.


Journal of Medical Internet Research | 2014

Keywords to Recruit Spanish- and English-Speaking Participants: Evidence From an Online Postpartum Depression Randomized Controlled Trial

Alinne Z. Barrera; Alex R. Kelman; Ricardo F. Muñoz

Background One of the advantages of Internet-based research is the ability to efficiently recruit large, diverse samples of international participants. Currently, there is a dearth of information on the behind-the-scenes process to setting up successful online recruitment tools. Objective The objective of the study was to examine the comparative impact of Spanish- and English-language keywords for a Google AdWords campaign to recruit pregnant women to an Internet intervention and to describe the characteristics of those who enrolled in the trial. Methods Spanish- and English-language Google AdWords campaigns were created to advertise and recruit pregnant women to a Web-based randomized controlled trial for the prevention of postpartum depression, the Mothers and Babies/Mamás y Bebés Internet Project. Search engine users who clicked on the ads in response to keyword queries (eg, pregnancy, depression and pregnancy) were directed to the fully automated study website. Data on the performance of keywords associated with each Google ad reflect Web user queries from February 2009 to June 2012. Demographic information, self-reported depression symptom scores, major depressive episode status, and Internet use data were collected from enrolled participants before randomization in the intervention study. Results The Google ads received high exposure (12,983,196 impressions) and interest (176,295 clicks) from a global sample of Web users; 6745 pregnant women consented to participate and 2575 completed enrollment in the intervention study. Keywords that were descriptive of pregnancy and distress or pregnancy and health resulted in higher consent and enrollment rates (ie, high-performing ads). In both languages, broad keywords (eg, pregnancy) had the highest exposure, more consented participants, and greatest cost per consent (up to US


International Journal of Environmental Research and Public Health | 2009

Global Reach of an Internet Smoking Cessation Intervention among Spanish- and English-Speaking Smokers from 157 Countries

Alinne Z. Barrera; Eliseo J. Pérez-Stable; Kevin Delucchi; Ricardo F. Muñoz

25.77 per consent). The online ads recruited a predominantly Spanish-speaking sample from Latin America of Mestizo racial identity. The English-speaking sample was also diverse with most participants residing in regions of Asia and Africa. Spanish-speaking participants were significantly more likely to be of Latino ethnic background, not married, completed fewer years of formal education, and were more likely to have accessed the Internet for depression information (P<.001). Conclusions The Internet is an effective method for reaching an international sample of pregnant women interested in online interventions to manage changes in their mood during the perinatal period. To increase efficiency, Internet advertisements need to be monitored and tailored to reflect the target population’s conceptualization of health issues being studied. Trial Registration ClinicalTrials.gov NCT00816725; http://clinicaltrials.gov/show/NCT00816725 (Archived by WebCite at http://www.webcitation.org/6LumonjZP).


Cyberpsychology, Behavior, and Social Networking | 2016

Are Pregnant and Postpartum Women Interested in Health-Related Apps? Implications for the Prevention of Perinatal Depression

Jorge Osma; Alinne Z. Barrera; Eleni Ramphos

This investigation is a secondary analysis of demographic, smoking, and depression information in a global sample of Spanish- and English-speaking smokers who participated in a series of randomized controlled smoking cessation trials conducted via the Internet. The final sample consisted of 17,579 smokers from 157 countries. Smoking profiles were similar across languages and world regions and consistent with characteristics of participants in traditional smoking cessation studies. Participants were predominantly Spanish-speakers, evenly divided between men and women and relatively few indicated using traditional smoking cessation methods (e.g., groups or medication). This study demonstrates that substantial numbers of smokers from numerous countries seek Web-based smoking cessation resources and adds to the growing support for Web-assisted tobacco interventions as an additional tool to address the need for global smoking cessation efforts.


Journal of Latinos and Education | 2016

The Achievement Gap among Newcomer Immigrant Adolescents: Life Stressors Hinder Latina/o Academic Success.

Sita G. Patel; Alinne Z. Barrera; Michael J. Strambler; Ricardo F. Muñoz; Erynn Macciomei

Recent studies have shown that women are more likely than men to use the Internet to seek health information and that the use of technology is common among perinatal women. Access to the Internet is growing through the global use of mobile phones and apps, in both developed and less developed countries. This pattern is particularly relevant for clinicians and researchers who are interested in the use of technologies to disseminate perinatal depression interventions. In a cross-sectional anonymous online survey for English and Spanish-speaking perinatal women, 509 pregnant (77.6 percent) and postpartum (22.4 percent) women provided demographic and Information and Communication Technologies data. Results indicated that the single device with greatest access was the mobile phone (47.5 percent). The majority of the sample had Internet access through mobile phones, computers, or both. Significant differences in socioeconomic status were found for Internet seeking behavior of health-related information and downloading apps between those with and without Internet access. Ninety percent of respondents (n = 267) searched for health-related information and 72.3 percent had downloaded any kind of app. More than half of respondents (57 percent, n = 188) downloaded a health-related app and 26.9 percent reported having paid for the apps. This study shows preliminary evidence to suggest the need to design, develop, and test apps that aim to disseminate prevention programs for perinatal depression.


Journal of Empirical Research on Human Research Ethics | 2016

Getting It "Right": Ensuring Informed Consent for an Online Clinical Trial.

Alinne Z. Barrera; Laura B. Dunn; Alexandra Nichols; Sonia Reardon; Ricardo F. Muñoz

ABSTRACT This study compares life stressors and school outcomes among newcomer immigrant adolescents from Latin America, Asia, and the Caribbean. Participants attended a predominantly low-income, urban international public high school in the northeast. The Latina/o students were exposed to more life stressors and had lower attendance and achievement than non-Latina/o students. Life stressors mediated the relationship between ethnicity and academic outcomes. Results deepen experts’ understanding of the achievement gap, suggesting that newcomer immigrant adolescents from Latin America face unique risks and deserve intervention efforts focused on sociocontextual stressors that may prevent these students from achieving their full academic potential.


JMIR Research Protocols | 2016

Comparing Brief Internet-Based Compassionate Mind Training and Cognitive Behavioral Therapy for Perinatal Women: Study Protocol for a Randomized Controlled Trial

Alex R. Kelman; Meagan L Stanley; Alinne Z. Barrera; Michelle Cree; Yotam Heineberg; Paul Gilbert

Ethical principles in conducting technology-based research require effective and efficient methods of ensuring adequate informed consent. This study examined how well participants understood the informed consent form for an online postpartum depression trial. Pregnant women (N = 1,179) who consented to the trial demonstrated an understanding of the purpose (86.1%) and procedures of the study (75.8%), and the minimal risks associated with answering sensitive questions online (79%). Almost all (99.6%) understood that psychological treatment was not offered. Participants with current depression incorrectly indicated that participation would replace current psychological treatment relative to participants with a lifetime or no depression history (19.6% vs. 13.5 % vs. 10.4%, respectively) and that there were no associated risks with participation (29.6% vs.17.6% vs. 16.7%, respectively). Findings provide initial evidence that most individuals who seek online psychological resources are informed consumers.


Journal of Affective Disorders | 2019

Perinatal depression among a global sample of Spanish-speaking women: A sequential-process latent growth-curve analysis

Elizabeth A. Carter; Melissa J. Bond; Robert E. Wickham; Alinne Z. Barrera

Background Depression that occurs during the perinatal period has substantial costs for both the mother and her baby. Since in-person care often falls short of meeting the global need of perinatal women, Internet interventions may function as an alternate to help women who currently lack adequate access to face-to-face psychological resources. However, at present there are insufficient empirically supported Internet-based resources for perinatal women. Objective The aim of this study is to compare the relative efficacy of Internet-based cognitive behavioral therapy (CBT) to a novel Internet-based compassionate mind training approach (CMT) across measures of affect, self-reassurance, self-criticizing, self-attacking, self-compassion, depression, and anxiety. While CBT has been tested and has some support as an Internet tool for perinatal women, this is the first trial to look at CMT for perinatal women over the Internet. Methods Participants were recruited through Amazon Mechanical Turk (MTurk) and professional networks. Following completion of demographic items, participants were randomly assigned to either the CBT or CMT condition. Each condition consisted of 45-minute interactive didactic and follow-up exercises to be completed over the course of two weeks. Results Post course data was gathered at two weeks. A 2x2 repeated measures analysis of variance will be conducted to analyze differences between conditions at post course. Conclusions The implications of the trial will be discussed as well as the strengths and limitations of MTurk as a tool for recruitment. We will also briefly introduce the future directions along this same line of research. Trial Registration ClinicalTrials.gov NCT02469324; https://clinicaltrials.gov/ct2/show/NCT02469324 (Archived by WebCite at http://www.webcitation.org/6fkSG3yuW)

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Yan Leykin

University of California

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Kevin Delucchi

University of California

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Carlos Penilla

University of California

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