scholarly journals Evaluation of perceptions and knowledge of mental illness in the United States through crowdsourcing

2018 ◽  
Vol 8 (5) ◽  
pp. 227-234
Author(s):  
Emma C. Palmer ◽  
Amber R. Douglass ◽  
Thomas Smith ◽  
David G. Fuentes

Abstract Introduction: Crowdsourcing is a method of data collection with possible benefits in assessing perceptions of mental illness in a large US population. Methods: The objective was to describe perceptions and trends of stigma surrounding mental illness in the United States using crowdsourcing. An online survey was conducted evaluating adults in the United States recruited via the online resource Amazon Mechanical Turk. Questions evaluated demographics and perceptions of mental illness. Survey data were adjusted for demographic variables and compared via logistic regression. Results: Respondents (n = 1422) were predominately 18 to 30 years of age (n = 743; 52.3%) and white (n = 1101; 77.4%). Over half reported an individual close to them had mental illness (n = 932; 65.5%), and more than one quarter (n = 397; 27.9%) reported having a current or previous mental illness. Non-whites were less likely to agree that: medications are effective (odds ratio [OR] 0.63); they would be comfortable around a coworker with mental illness (OR 0.66); and mental illness is inheritable (OR 0.74). They are also more likely to agree that mental illness is preventable (OR 1.49). Individuals reporting mental illness were more likely to agree that medications (OR 1.34; 95% confidence interval 1.03 to 1.74) and talk therapy (OR 1.46; 95% confidence interval 1.12 to 1.90) are effective. Those reporting some or no college were more likely to agree that the United States has good access to mental health treatment. Discussion: Crowdsourcing may be an effective way to obtain information regarding demographics, stigma, and mental illness. Personal experiences with mental illness, ethnicity, and educational level appear to continue to impact perceptions of mental illness.

2020 ◽  
Author(s):  
Jennifer S Jewell ◽  
Charlotte V Farewell ◽  
Courtney Welton-Mitchell ◽  
Angela Lee-Winn ◽  
Jessica Walls ◽  
...  

BACKGROUND The COVID-19 pandemic has had numerous worldwide effects. In the United States, there have been 8.3 million cases and nearly 222,000 deaths as of October 21, 2020. Based on previous studies of mental health during outbreaks, the mental health of the population will be negatively affected in the aftermath of this pandemic. The long-term nature of this pandemic may lead to unforeseen mental health outcomes and/or unexpected relationships between demographic factors and mental health outcomes. OBJECTIVE This research focused on assessing the mental health status of adults in the United States during the early weeks of an unfolding pandemic. METHODS Data was collected from English-speaking adults from early April to early June 2020 using an online survey. The final convenience sample included 1083 US residents. The 71-item survey consisted of demographic questions, mental health and well-being measures, a coping mechanisms checklist, and questions about COVID-19–specific concerns. Hierarchical multivariable logistic regression was used to explore associations among demographic variables and mental health outcomes. Hierarchical linear regression was conducted to examine associations among demographic variables, COVID-19–specific concerns, and mental health and well-being outcomes. RESULTS Approximately 50% (536/1076) of the US sample was aged ≥45 years. Most of the sample was White (1013/1054, 96%), non-Hispanic (985/1058, 93%), and female (884/1073, 82%). Participants reported high rates of depression (295/1034, 29%), anxiety (342/1007, 34%), and stress (773/1058, 73%). Older individuals were less likely to report depressive symptomology (OR 0.78, <i>P</i>&lt;.001) and anxiety symptomology (OR 0.72, <i>P</i>&lt;.001); in addition, they had lower stress scores (–0.15 points, SE 0.01, <i>P</i>&lt;.001) and increased well-being scores (1.86 points, SE 0.22, <i>P</i>&lt;.001). Individuals who were no longer working due to COVID-19 were 2.25 times more likely to report symptoms of depression (<i>P</i>=.02), had a 0.51-point increase in stress (SE 0.17, <i>P</i>=.02), and a 3.9-point decrease in well-being scores (SE 1.49, <i>P</i>=.009) compared to individuals who were working remotely before and after COVID-19. Individuals who had partial or no insurance coverage were 2-3 times more likely to report depressive symptomology compared to individuals with full coverage (<i>P</i>=.02 and <i>P</i>=.01, respectively). Individuals who were on Medicare/Medicaid and individuals with no coverage were 1.97 and 4.48 times more likely to report moderate or severe anxiety, respectively (<i>P</i>=.03 and <i>P</i>=.01, respectively). Financial and food access concerns were significantly and positively related to depression, anxiety, and stress (all <i>P</i>&lt;.05), and significantly negatively related to well-being (both <i>P</i>&lt;.001). Economy, illness, and death concerns were significantly positively related to overall stress scores (all <i>P</i>&lt;.05). CONCLUSIONS Our findings suggest that many US residents are experiencing high stress, depressive, and anxiety symptomatology, especially those who are underinsured, uninsured, or unemployed. Longitudinal investigation of these variables is recommended. Health practitioners may provide opportunities to allay concerns or offer coping techniques to individuals in need of mental health care. These messages should be shared in person and through practice websites and social media.


2018 ◽  
Vol 25 (1) ◽  
pp. 19-26 ◽  
Author(s):  
Linda S. Beeber

BACKGROUND: Promising treatment avenues have been developed and studied that align well with the skills of psychiatric-mental health (PMH) nurses. The treatments are relationship-driven, nimble and accessible, and recovery-guided. They emphasize a whole-person approach with care delivered by a team of experts working in a contextually coordinated way. AIMS: To describe the challenges facing the United States with regard to mental illness and substance use disorders and the ways in which PMH nurses can use their skills to mitigate these challenges. METHOD: Published research and government reports were reviewed to obtain current mental health and substance use data. RESULTS: The number of people not being treated for mental illnesses—particularly serious mental illness, major depressive episode, and suicidal thoughts—has not improved since 2009. Although inroads have been made in reducing the rate of smoking in the United States, we are facing an opioid crisis. There are limited data on marijuana use, but it is apparent that many Americans use cannabis routinely. According to the Substance Abuse and Mental Health Administration, approximately 44.7 million people need mental health treatment and 20.1 million Americans need substance use treatment, but only 10% to 30% receive it. CONCLUSIONS: PMH nurses must take a leading role in retooling the therapeutic relationship and partnering with clients, families, and caregivers to improve the quality of life and well-being of those dealing with mental illness and substance use disorders. To accomplish this essential task, the PMH nursing workforce must be robust and distributed throughout the United States.


10.2196/22043 ◽  
2020 ◽  
Vol 4 (10) ◽  
pp. e22043
Author(s):  
Jennifer S Jewell ◽  
Charlotte V Farewell ◽  
Courtney Welton-Mitchell ◽  
Angela Lee-Winn ◽  
Jessica Walls ◽  
...  

Background The COVID-19 pandemic has had numerous worldwide effects. In the United States, there have been 8.3 million cases and nearly 222,000 deaths as of October 21, 2020. Based on previous studies of mental health during outbreaks, the mental health of the population will be negatively affected in the aftermath of this pandemic. The long-term nature of this pandemic may lead to unforeseen mental health outcomes and/or unexpected relationships between demographic factors and mental health outcomes. Objective This research focused on assessing the mental health status of adults in the United States during the early weeks of an unfolding pandemic. Methods Data was collected from English-speaking adults from early April to early June 2020 using an online survey. The final convenience sample included 1083 US residents. The 71-item survey consisted of demographic questions, mental health and well-being measures, a coping mechanisms checklist, and questions about COVID-19–specific concerns. Hierarchical multivariable logistic regression was used to explore associations among demographic variables and mental health outcomes. Hierarchical linear regression was conducted to examine associations among demographic variables, COVID-19–specific concerns, and mental health and well-being outcomes. Results Approximately 50% (536/1076) of the US sample was aged ≥45 years. Most of the sample was White (1013/1054, 96%), non-Hispanic (985/1058, 93%), and female (884/1073, 82%). Participants reported high rates of depression (295/1034, 29%), anxiety (342/1007, 34%), and stress (773/1058, 73%). Older individuals were less likely to report depressive symptomology (OR 0.78, P<.001) and anxiety symptomology (OR 0.72, P<.001); in addition, they had lower stress scores (–0.15 points, SE 0.01, P<.001) and increased well-being scores (1.86 points, SE 0.22, P<.001). Individuals who were no longer working due to COVID-19 were 2.25 times more likely to report symptoms of depression (P=.02), had a 0.51-point increase in stress (SE 0.17, P=.02), and a 3.9-point decrease in well-being scores (SE 1.49, P=.009) compared to individuals who were working remotely before and after COVID-19. Individuals who had partial or no insurance coverage were 2-3 times more likely to report depressive symptomology compared to individuals with full coverage (P=.02 and P=.01, respectively). Individuals who were on Medicare/Medicaid and individuals with no coverage were 1.97 and 4.48 times more likely to report moderate or severe anxiety, respectively (P=.03 and P=.01, respectively). Financial and food access concerns were significantly and positively related to depression, anxiety, and stress (all P<.05), and significantly negatively related to well-being (both P<.001). Economy, illness, and death concerns were significantly positively related to overall stress scores (all P<.05). Conclusions Our findings suggest that many US residents are experiencing high stress, depressive, and anxiety symptomatology, especially those who are underinsured, uninsured, or unemployed. Longitudinal investigation of these variables is recommended. Health practitioners may provide opportunities to allay concerns or offer coping techniques to individuals in need of mental health care. These messages should be shared in person and through practice websites and social media.


Crisis ◽  
2015 ◽  
Vol 36 (2) ◽  
pp. 135-141 ◽  
Author(s):  
Erin F. Ward-Ciesielski ◽  
Madeline D. Wielgus ◽  
Connor B. Jones

Background: Suicide-bereaved individuals represent an important group impacted by suicide. Understanding their experiences following the suicide of a loved one is an important research domain, despite receiving limited attention. Although suicide-bereaved individuals may benefit from mental health treatment, their attitudes toward therapy and therapists are poorly understood. Aims: The present study aimed to understand the extent to which bereaved individuals’ attitudes toward therapy and therapists are impacted by whether their loved one was in therapy at the time of death. Method: Suicide-bereaved individuals (N = 243) from the United States were recruited to complete an online survey about their experience with and attitudes toward therapy and therapists following the suicide of a loved one. Results: Bereaved individuals whose loved one was in therapy at the time of death (N = 48, 19.8%) reported more negative and less positive attitudes toward the treating therapist than those whose loved one was not in therapy at the time of death (N = 81, 33.3%) or whose loved one was never in therapy/the deceased’s therapy status was unknown (N = 114, 46.9%). Conclusion: The deceased’s involvement with a therapist appears to be an important factor impacting the experience of bereaved individuals and should be considered when attempting to engage these individuals in postvention.


2021 ◽  
pp. 088626052199793
Author(s):  
Tiffany L. Marcantonio ◽  
Danny Valdez ◽  
Kristen N. Jozkowski

The purpose of this study was to assess the cues college students use to determine a sexual partner is refusing vaginal-penile sex (i.e., refusal interpretations). As a secondary aim, we explored the influence of item wording ( not willing/non-consent vs refusal) on college students’ self-reported refusal interpretations. A sample of 175 college students from Canada and the United States completed an open-ended online survey where they were randomly assigned to one of two wording conditions ( not willing/non-consent vs refusal); students were then prompted to write about the cues they used to interpret their partner was refusing. An inductive coding procedure was used to analyze open-ended data. Themes included explicit and implicit verbal and nonverbal cues. The refusal condition elicited more explicit and implicit nonverbal cues than the not willing/non-consent condition. Frequency results suggested men reported interpreting more explicit and implicit verbal cues. Women reported interpreting more implicit nonverbal cues from their partner. Our findings reflect prior research and appear in line with traditional gender and sexual scripts. We recommend researchers consider using the word refusal when assessing the cues students interpret from their sexual partners as this wording choice may reflect college students’ sexual experiences more accurately.


Science ◽  
2021 ◽  
pp. eabh2939
Author(s):  
Justin Lessler ◽  
M. Kate Grabowski ◽  
Kyra H. Grantz ◽  
Elena Badillo-Goicoechea ◽  
C. Jessica E. Metcalf ◽  
...  

In-person schooling has proved contentious and difficult to study throughout the SARS-CoV-2 pandemic. Data from a massive online survey in the United States indicates an increased risk of COVID-19-related outcomes among respondents living with a child attending school in-person. School-based mitigation measures are associated with significant reductions in risk, particularly daily symptoms screens, teacher masking, and closure of extra-curricular activities. A positive association between in-person schooling and COVID-19 outcomes persists at low levels of mitigation, but when seven or more mitigation measures are reported, a significant relationship is no longer observed. Among teachers, working outside the home was associated with an increase in COVID-19-related outcomes, but this association is similar to other occupations (e.g., healthcare, office work). While in-person schooling is associated with household COVID-19 risk, this risk can likely be controlled with properly implemented school-based mitigation measures.


2021 ◽  
pp. bmjsrh-2020-200966
Author(s):  
Heidi Moseson ◽  
Laura Fix ◽  
Caitlin Gerdts ◽  
Sachiko Ragosta ◽  
Jen Hastings ◽  
...  

BackgroundTransgender, nonbinary and gender-expansive (TGE) people face barriers to abortion care and may consider abortion without clinical supervision.MethodsIn 2019, we recruited participants for an online survey about sexual and reproductive health. Eligible participants were TGE people assigned female or intersex at birth, 18 years and older, from across the United States, and recruited through The PRIDE Study or via online and in-person postings.ResultsOf 1694 TGE participants, 76 people (36% of those ever pregnant) reported considering trying to end a pregnancy on their own without clinical supervision, and a subset of these (n=40; 19% of those ever pregnant) reported attempting to do so. Methods fell into four broad categories: herbs (n=15, 38%), physical trauma (n=10, 25%), vitamin C (n=8, 20%) and substance use (n=7, 18%). Reasons given for abortion without clinical supervision ranged from perceived efficiency and desire for privacy, to structural issues including a lack of health insurance coverage, legal restrictions, denials of or mistreatment within clinical care, and cost.ConclusionsThese data highlight a high proportion of sampled TGE people who have attempted abortion without clinical supervision. This could reflect formidable barriers to facility-based abortion care as well as a strong desire for privacy and autonomy in the abortion process. Efforts are needed to connect TGE people with information on safe and effective methods of self-managed abortion and to dismantle barriers to clinical abortion care so that TGE people may freely choose a safe, effective abortion in either setting.


2020 ◽  
pp. 073346482097760
Author(s):  
Manka Nkimbeng ◽  
Yvonne Commodore-Mensah ◽  
Jacqueline L. Angel ◽  
Karen Bandeen-Roche ◽  
Roland J. Thorpe ◽  
...  

Acculturation and racial discrimination have been independently associated with physical function limitations in immigrant and United States (U.S.)-born populations. This study examined the relationships among acculturation, racial discrimination, and physical function limitations in N = 165 African immigrant older adults using multiple linear regression. The mean age was 62 years ( SD = 8 years), and 61% were female. Older adults who resided in the United States for 10 years or more had more physical function limitations compared with those who resided here for less than 10 years ( b = −2.62, 95% confidence interval [CI] = [–5.01, –0.23]). Compared to lower discrimination, those with high discrimination had more physical function limitations ( b = −2.51, 95% CI = [–4.91, –0.17]), but this was no longer significant after controlling for length of residence and acculturation strategy. Residing in the United States for more than 10 years is associated with poorer physical function. Longitudinal studies with large, diverse samples of African immigrants are needed to confirm these associations.


Assessment ◽  
2020 ◽  
pp. 107319112097338
Author(s):  
Naheed Ahmed

Background: Hate crimes against Muslim Americans have increased exponentially in the past 20 years, but there is currently no scale for measuring perceived anti-Muslim discrimination in the United States. To fill this gap, this study used a mixed-method approach to develop scales for measuring perceived anti-Muslim discrimination. Method: Qualitative data informed the development and validation of the 19-item Societal Anti-Muslim Discrimination Index and the 9-item Interpersonal Anti-Muslim Discrimination Index. Quantitative data ( N = 347) were collected from Muslim Americans using an online survey and used to assess the anti-Muslim indexes. Results: Qualitative data contributed to the refinement scale items. Quantitative results indicated one-component models and modest to high reliability of the Interpersonal Anti-Muslim Discrimination Index (.77) and Societal Anti-Muslim Discrimination Index (.88) scales. Discussion: Study results established the validity of these novel scales for measuring the distinct facets of anti-Muslim discrimination not captured by the Everyday Discrimination Index. These scales will facilitate research on anti-Muslim discrimination and the health implications of this form of religious-based discrimination.


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