Christina P. C. Borba
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Research Interests
Christina P. C. Borba has a total of 370 co-authors. Here are the top co-authors by number of shared publications:
David C. Henderson
Department of Psychiatry, Boston University School of Medicine, Boston, Massachusetts
21 shared publications- David C. Henderson
Schizophrenia Program, Massachusetts General Hospital, Boston, MA, USA
16 shared publications - Xiaoduo Fan
Psychotic Disorders Program, UMass Memorial Medical Center, University of Massachusetts Medical School, Worcester, MA, United States
14 shared publications Donald C. Goff
11 shared publicationsOliver Freudenreich
Schizophrenia Program, Massachusetts General Hospital, Boston, MA
11 shared publicationsPaul M. Copeland
Harvard Medical School Department of Medicine Massachusetts General Hospital Boston, MA, USA
11 shared publications
Latest Publications
- 22 January 2024
- Published by Elsevier in Journal of the American Academy of Child & Adolescent Psychiatry
- Vol. 63 (5) , 490-499
A National Institutes of Health Approach for Advancing Research to Improve Youth Mental Health and Reduce Disparities
- 22 January 2024
- Published by Elsevier in Journal of the American Academy of Child & Adolescent Psychiatry
- Vol. 63 (5) , 490-499
A National Institutes of Health Approach for Advancing Research to Improve Youth Mental Health and Reduce Disparities
- Open Access
- 14 February 2023
- Published by Oxford University Press (OUP) in American Journal of Epidemiology
- Vol. 192 (5) , 821-829
Novel Methods for Leveraging Large Cohort Studies for Qualitative and Mixed-Methods Research
Qualitative research methods, while rising in popularity, are still a relatively underutilized tool in public health research. Usually reserved for small samples, qualitative research techniques have the potential to enhance insights gained from large questionnaires and cohort studies, both deepening the interpretation of quantitative data and generating novel hypotheses that might otherwise be missed by standard approaches; this is especially true where exposures and outcomes are new, understudied, or rapidly changing, as in a pandemic. However, methods for the conduct of qualitative research within large samples are underdeveloped. Here, we describe a novel method of applying qualitative research methods to free-text comments collected in a large epidemiologic questionnaire. Specifically, this method includes: 1) a hierarchical system of coding through content analysis; 2) a qualitative data management application; and 3) an adaptation of Cohen’s κ and percent agreement statistics for use by a team of coders, applying multiple codes per record from a large codebook. The methods outlined in this paper may help direct future applications of qualitative and mixed methods within large cohort studies.
- 14 February 2023
- Published by Oxford University Press (OUP) in American Journal of Epidemiology
- Vol. 192 (5) , 821-829
Open AccessNovel Methods for Leveraging Large Cohort Studies for Qualitative and Mixed-Methods Research
Qualitative research methods, while rising in popularity, are still a relatively underutilized tool in public health research. Usually reserved for small samples, qualitative research techniques have the potential to enhance insights gained from large questionnaires and cohort studies, both deepening the interpretation of quantitative data and generating novel hypotheses that might otherwise be missed by standard approaches; this is especially true where exposures and outcomes are new, understudied, or rapidly changing, as in a pandemic. However, methods for the conduct of qualitative research within large samples are underdeveloped. Here, we describe a novel method of applying qualitative research methods to free-text comments collected in a large epidemiologic questionnaire. Specifically, this method includes: 1) a hierarchical system of coding through content analysis; 2) a qualitative data management application; and 3) an adaptation of Cohen’s κ and percent agreement statistics for use by a team of coders, applying multiple codes per record from a large codebook. The methods outlined in this paper may help direct future applications of qualitative and mixed methods within large cohort studies.
- 11 February 2022
- Published by Elsevier in Journal of Affective Disorders
- Vol. 304, 102-112
The measurement of war-related trauma amongst internally displaced men and women in South Sudan: Psychometric analysis of the Harvard Trauma Questionnaire
- 11 February 2022
- Published by Elsevier in Journal of Affective Disorders
- Vol. 304, 102-112
The measurement of war-related trauma amongst internally displaced men and women in South Sudan: Psychometric analysis of the Harvard Trauma Questionnaire
- Open Access
- 26 January 2022
- Published by JMIR Publications Inc. in JMIR Formative Research
- Vol. 6 (1) , e33697
Patient Preferences for Patient Portal–Based Telepsychiatry in a Safety Net Hospital Setting During COVID-19: Cross-sectional Study
Background: Patient portals are a safe and secure way for patients to connect with providers for video-based telepsychiatry and help to overcome the financial and logistical barriers associated with face-to-face mental health care. Due to the COVID-19 pandemic, telepsychiatry has become increasingly important to obtaining mental health care. However, financial and technological barriers, termed the “digital divide,” prevent some patients from accessing the technology needed to use telepsychiatry services. Objective: As an extension to a clinic’s outreach project during COVID-19 to improve patient engagement with video-based visits through the hospital’s patient portal among adult behavioral health patients at an urban safety net hospital, we aim to assess patient preference for patient portal–based video visits or telephone-only visits and to identify the demographic variables associated with their preference. Methods: Patients in an outpatient psychiatry clinic were contacted by phone, and preference for telepsychiatry by phone or video through a patient portal, as well as device preference for video-based visits, were documented. Patient demographic characteristics were collected from the electronic medical record. Results: A total of 128 patients were reached by phone. A total of 79 (61.7%) patients chose video-based visits, and 69.6% (n=55) of these patients preferred to access the patient portal through a smartphone. Older patients were significantly less likely to agree to video-based visits. Conclusions: Among behavioral health patients at a safety net hospital, there was relatively low engagement with video-based visits through the hospital’s patient portal, particularly among older adults.
- 26 January 2022
- Published by JMIR Publications Inc. in JMIR Formative Research
- Vol. 6 (1) , e33697
Open AccessPatient Preferences for Patient Portal–Based Telepsychiatry in a Safety Net Hospital Setting During COVID-19: Cross-sectional Study
Background: Patient portals are a safe and secure way for patients to connect with providers for video-based telepsychiatry and help to overcome the financial and logistical barriers associated with face-to-face mental health care. Due to the COVID-19 pandemic, telepsychiatry has become increasingly important to obtaining mental health care. However, financial and technological barriers, termed the “digital divide,” prevent some patients from accessing the technology needed to use telepsychiatry services. Objective: As an extension to a clinic’s outreach project during COVID-19 to improve patient engagement with video-based visits through the hospital’s patient portal among adult behavioral health patients at an urban safety net hospital, we aim to assess patient preference for patient portal–based video visits or telephone-only visits and to identify the demographic variables associated with their preference. Methods: Patients in an outpatient psychiatry clinic were contacted by phone, and preference for telepsychiatry by phone or video through a patient portal, as well as device preference for video-based visits, were documented. Patient demographic characteristics were collected from the electronic medical record. Results: A total of 128 patients were reached by phone. A total of 79 (61.7%) patients chose video-based visits, and 69.6% (n=55) of these patients preferred to access the patient portal through a smartphone. Older patients were significantly less likely to agree to video-based visits. Conclusions: Among behavioral health patients at a safety net hospital, there was relatively low engagement with video-based visits through the hospital’s patient portal, particularly among older adults.
- Open Access
- 11 December 2021
- Published by Springer Nature in BMC Psychiatry
- Vol. 21 (1) , 1-9
Prevalence of metabolic syndrome among patients with schizophrenia in Ethiopia
Background: Globally, the prevalence of metabolic syndrome (MetS) is higher among patients with schizophrenia than the general population, and this leads to higher morbidity and mortality in this population. The aim of this study was to investigate the MetS prevalence among patients with schizophrenia in Ethiopia. Methods: We conducted a cross-sectional analysis of baseline data of 200 patients with schizophrenia recruited from Amanuel Mental Specialized Hospital, Addis Ababa, Ethiopia. Lipid profile and blood glucose levels were measured using Roche Cobas 6000 clinical chemistry analyzer. The prevalence of MetS was assessed based on National Cholesterol Education Program Adult Treatment Panel III criteria. Patients’ demographic information, clinical and laboratory data, lifestyle habits, particularly smoking and Khat chewing, were evaluated vis-à-vis MetS. Results: The overall prevalence of MetS in patients with schizophrenia was 21.5% (17.1% male, 29.6% female) where Low HDL-cholesterol value was the most common metabolic disorders components in both males and females subgroups. In the multivariate analysis, the positive and negative symptoms score (PANSS, AOR = 1.03, 95% CI 1.001–1.054) was associated factors with MetS. Conclusion: In Ethiopia, patients with schizophrenia were found to have higher prevalence of MetS than the general population. Physicians/health care providers should routinely screen patients with schizophrenia for MetS and initiate timely management of those who develop the syndrome to reduce the health cost from caring for NCDs, improve the patients’ quality of life, and prevent premature mortality.
- 11 December 2021
- Published by Springer Nature in BMC Psychiatry
- Vol. 21 (1) , 1-9
Open AccessPrevalence of metabolic syndrome among patients with schizophrenia in Ethiopia
Background: Globally, the prevalence of metabolic syndrome (MetS) is higher among patients with schizophrenia than the general population, and this leads to higher morbidity and mortality in this population. The aim of this study was to investigate the MetS prevalence among patients with schizophrenia in Ethiopia. Methods: We conducted a cross-sectional analysis of baseline data of 200 patients with schizophrenia recruited from Amanuel Mental Specialized Hospital, Addis Ababa, Ethiopia. Lipid profile and blood glucose levels were measured using Roche Cobas 6000 clinical chemistry analyzer. The prevalence of MetS was assessed based on National Cholesterol Education Program Adult Treatment Panel III criteria. Patients’ demographic information, clinical and laboratory data, lifestyle habits, particularly smoking and Khat chewing, were evaluated vis-à-vis MetS. Results: The overall prevalence of MetS in patients with schizophrenia was 21.5% (17.1% male, 29.6% female) where Low HDL-cholesterol value was the most common metabolic disorders components in both males and females subgroups. In the multivariate analysis, the positive and negative symptoms score (PANSS, AOR = 1.03, 95% CI 1.001–1.054) was associated factors with MetS. Conclusion: In Ethiopia, patients with schizophrenia were found to have higher prevalence of MetS than the general population. Physicians/health care providers should routinely screen patients with schizophrenia for MetS and initiate timely management of those who develop the syndrome to reduce the health cost from caring for NCDs, improve the patients’ quality of life, and prevent premature mortality.
- Open Access
- 19 September 2021
- Published by JMIR Publications Inc. in JMIR Preprints
Patient Preferences for Patient Portal–Based Telepsychiatry in a Safety Net Hospital Setting During COVID-19: Cross-sectional Study (Preprint)
BACKGROUND Patient portals are a safe and secure way for patients to connect with providers for video-based telepsychiatry and help to overcome the financial and logistical barriers associated with face-to-face mental health care. Due to the COVID-19 pandemic, telepsychiatry has become increasingly important to obtaining mental health care. However, financial and technological barriers, termed the “digital divide,” prevent some patients from accessing the technology needed to use telepsychiatry services. OBJECTIVE As an extension to a clinic’s outreach project during COVID-19 to improve patient engagement with video-based visits through the hospital’s patient portal among adult behavioral health patients at an urban safety net hospital, we aim to assess patient preference for patient portal–based video visits or telephone-only visits and to identify the demographic variables associated with their preference. METHODS Patients in an outpatient psychiatry clinic were contacted by phone, and preference for telepsychiatry by phone or video through a patient portal, as well as device preference for video-based visits, were documented. Patient demographic characteristics were collected from the electronic medical record. RESULTS A total of 128 patients were reached by phone. A total of 79 (61.7%) patients chose video-based visits, and 69.6% (n=55) of these patients preferred to access the patient portal through a smartphone. Older patients were significantly less likely to agree to video-based visits. CONCLUSIONS Among behavioral health patients at a safety net hospital, there was relatively low engagement with video-based visits through the hospital’s patient portal, particularly among older adults.
- 19 September 2021
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessPatient Preferences for Patient Portal–Based Telepsychiatry in a Safety Net Hospital Setting During COVID-19: Cross-sectional Study (Preprint)
BACKGROUND Patient portals are a safe and secure way for patients to connect with providers for video-based telepsychiatry and help to overcome the financial and logistical barriers associated with face-to-face mental health care. Due to the COVID-19 pandemic, telepsychiatry has become increasingly important to obtaining mental health care. However, financial and technological barriers, termed the “digital divide,” prevent some patients from accessing the technology needed to use telepsychiatry services. OBJECTIVE As an extension to a clinic’s outreach project during COVID-19 to improve patient engagement with video-based visits through the hospital’s patient portal among adult behavioral health patients at an urban safety net hospital, we aim to assess patient preference for patient portal–based video visits or telephone-only visits and to identify the demographic variables associated with their preference. METHODS Patients in an outpatient psychiatry clinic were contacted by phone, and preference for telepsychiatry by phone or video through a patient portal, as well as device preference for video-based visits, were documented. Patient demographic characteristics were collected from the electronic medical record. RESULTS A total of 128 patients were reached by phone. A total of 79 (61.7%) patients chose video-based visits, and 69.6% (n=55) of these patients preferred to access the patient portal through a smartphone. Older patients were significantly less likely to agree to video-based visits. CONCLUSIONS Among behavioral health patients at a safety net hospital, there was relatively low engagement with video-based visits through the hospital’s patient portal, particularly among older adults.
- 2 April 2021
- Published by SAGE Publications in Substance Abuse
- Vol. 42 (4) , 951-956
Impact of cuddler service-learning program in medical student education of opioid use disorder in pregnancy and neonatal opioid withdrawal syndrome
Background: Given the increasing incidence of neonatal opioid withdrawal syndrome (NOWS), medical student training on substance use disorders (SUDs) and opioid use disorder (OUD) in pregnancy must be augmented. Through the Cuddling Assists in Lowering Maternal and Infant Stress (CALM) service-learning program, medical students attend SUD-related didactics and provide monthly cuddling services to infants with NOWS. Objective: This study examines the impact of CALM on medical students’ attitudes toward individuals with SUDs and self-reported comfort with clinical skills related to caring for this population. Methods: Self-reported pre- and post-survey data was collected at the beginning and end of an academic year from the intervention group, CALM cuddlers, and the control group, non-cuddlers for 2 years. Mean total survey scores and individual survey questions using a 3-point Likert scale were compared before and after 1 year of participation for cuddlers and for non-cuddlers using paired t-tests and two sample t-tests. Results: The mean total score increased for cuddlers after participation in the intervention (MD 0.13, SD 0.26, p = 0.03). Mean scores for the comfort-related subset of questions also increased significantly for cuddlers after participation in the intervention (MD 0.22, SD 0.41, p = 0.01). Cuddlers felt more comfortable discussing substance use with appropriate language (72.0% vs 51.5%, p = 0.03), talking with patients about substance use (72.0% vs 36.0%, p = 0.01), and asking about substance use or recovery (80.0% vs 48.0%, p = 0.01). Conclusion: OUD- and NOWS-related service-learning positively impacts student attitudes and self-reported comfort with skills related to caring for individuals with SUDs, such as communicating about substance use.
- 2 April 2021
- Published by SAGE Publications in Substance Abuse
- Vol. 42 (4) , 951-956
Impact of cuddler service-learning program in medical student education of opioid use disorder in pregnancy and neonatal opioid withdrawal syndrome
Background: Given the increasing incidence of neonatal opioid withdrawal syndrome (NOWS), medical student training on substance use disorders (SUDs) and opioid use disorder (OUD) in pregnancy must be augmented. Through the Cuddling Assists in Lowering Maternal and Infant Stress (CALM) service-learning program, medical students attend SUD-related didactics and provide monthly cuddling services to infants with NOWS. Objective: This study examines the impact of CALM on medical students’ attitudes toward individuals with SUDs and self-reported comfort with clinical skills related to caring for this population. Methods: Self-reported pre- and post-survey data was collected at the beginning and end of an academic year from the intervention group, CALM cuddlers, and the control group, non-cuddlers for 2 years. Mean total survey scores and individual survey questions using a 3-point Likert scale were compared before and after 1 year of participation for cuddlers and for non-cuddlers using paired t-tests and two sample t-tests. Results: The mean total score increased for cuddlers after participation in the intervention (MD 0.13, SD 0.26, p = 0.03). Mean scores for the comfort-related subset of questions also increased significantly for cuddlers after participation in the intervention (MD 0.22, SD 0.41, p = 0.01). Cuddlers felt more comfortable discussing substance use with appropriate language (72.0% vs 51.5%, p = 0.03), talking with patients about substance use (72.0% vs 36.0%, p = 0.01), and asking about substance use or recovery (80.0% vs 48.0%, p = 0.01). Conclusion: OUD- and NOWS-related service-learning positively impacts student attitudes and self-reported comfort with skills related to caring for individuals with SUDs, such as communicating about substance use.
- 26 October 2020
- Published by Taylor & Francis in Vulnerable Children and Youth Studies
- Vol. 16 (3) , 279-291
Using local terminology to measure substance use behaviors among youth in post-conflict Liberia: a mixed methods study
This mixed-methods study aimed to use local terminology to accurately characterize the prevalence and risk factors associated with substance use and risky health behaviors among school-based youth in Monrovia, Liberia. An 86-question survey was validated using qualitative data obtained from focus groups at two secondary schools in central and greater Monrovia. The revised survey was then administered to 400 students from eight different secondary schools in this region. The observed prevalence estimates for lifetime and current substance use were considerably higher than previously reported among adolescents in the West African region. Among students who were former child soldiers, the rates of current substance use were 5.8–33.8% higher compared to the overall study sample. Male gender, academic seniority, and peer approval of substance use were all found to be strong predictors of current substance use among secondary students. Results suggest the need for targeted, trauma-informed interventions to reduce rates of substance use and risky health behaviors among youth in Liberia and similar post-conflict settings.
- 26 October 2020
- Published by Taylor & Francis in Vulnerable Children and Youth Studies
- Vol. 16 (3) , 279-291
Using local terminology to measure substance use behaviors among youth in post-conflict Liberia: a mixed methods study
This mixed-methods study aimed to use local terminology to accurately characterize the prevalence and risk factors associated with substance use and risky health behaviors among school-based youth in Monrovia, Liberia. An 86-question survey was validated using qualitative data obtained from focus groups at two secondary schools in central and greater Monrovia. The revised survey was then administered to 400 students from eight different secondary schools in this region. The observed prevalence estimates for lifetime and current substance use were considerably higher than previously reported among adolescents in the West African region. Among students who were former child soldiers, the rates of current substance use were 5.8–33.8% higher compared to the overall study sample. Male gender, academic seniority, and peer approval of substance use were all found to be strong predictors of current substance use among secondary students. Results suggest the need for targeted, trauma-informed interventions to reduce rates of substance use and risky health behaviors among youth in Liberia and similar post-conflict settings.
- Open Access
- 26 October 2020
- Published by AOSIS in South African Journal of Psychiatry
- Vol. 26, 9
Current state of the literature on mental health in Liberia: A systematic review
Background: The Republic of Liberia recently experienced several events that resulted in wide-ranging societal impacts, including long-term civil war and an outbreak of Ebola. These types of events are linked to higher prevalence of mental disorders and psychosocial distress. As a result, it is likely that there is an increased prevalence of mental health disorders in the population. Aim: To assess and review the recent mental health literature in order to provide insight into existing mental health needs and effective or recommended interventions in post-conflict Liberia. Setting: Articles included in this study enrolled Liberians living in Liberia. Methods: A search of four databases was conducted for studies of any type that assessed mental health in Liberia between 01 January 2003 and 27 March 2019. After reviewing 363 articles, 21 articles were included in the final analysis. Articles were coded to identify common themes and needs. Results: The majority of studies used qualitative designs and were conducted in Monrovia, the capital city of Liberia. Common topics included adolescent mental health, intervention and assessment and post-conflict impacts. One article focused on mental health impacts after recovery from Ebola. Conclusion: Overall, there is a dearth of mental health literature that focuses on Liberia. This suggests ample opportunity for researchers to investigate mental health needs amongst the Liberian population and effective psychiatric interventions. Existing recommendations often focus on addressing adolescent health needs, including substance use practices. Opportunities for future research particularly related to needs of adult populations and to mental health impacts of Ebola, abound.
- 26 October 2020
- Published by AOSIS in South African Journal of Psychiatry
- Vol. 26, 9
Open AccessCurrent state of the literature on mental health in Liberia: A systematic review
Background: The Republic of Liberia recently experienced several events that resulted in wide-ranging societal impacts, including long-term civil war and an outbreak of Ebola. These types of events are linked to higher prevalence of mental disorders and psychosocial distress. As a result, it is likely that there is an increased prevalence of mental health disorders in the population. Aim: To assess and review the recent mental health literature in order to provide insight into existing mental health needs and effective or recommended interventions in post-conflict Liberia. Setting: Articles included in this study enrolled Liberians living in Liberia. Methods: A search of four databases was conducted for studies of any type that assessed mental health in Liberia between 01 January 2003 and 27 March 2019. After reviewing 363 articles, 21 articles were included in the final analysis. Articles were coded to identify common themes and needs. Results: The majority of studies used qualitative designs and were conducted in Monrovia, the capital city of Liberia. Common topics included adolescent mental health, intervention and assessment and post-conflict impacts. One article focused on mental health impacts after recovery from Ebola. Conclusion: Overall, there is a dearth of mental health literature that focuses on Liberia. This suggests ample opportunity for researchers to investigate mental health needs amongst the Liberian population and effective psychiatric interventions. Existing recommendations often focus on addressing adolescent health needs, including substance use practices. Opportunities for future research particularly related to needs of adult populations and to mental health impacts of Ebola, abound.