The Impact of Collaborative Documentation on Person-Centered Care: Textual Analysis of Clinical Notes.

Background: Collaborative documentation (CD) is a behavioral health practice involving shared writing of clinic visit notes by providers and consumers. Despite widespread dissemination of CD, research on its effectiveness or impact on person-centered care (PCC) has been limited. Principles of PCC planning, a recovery-based approach to service planning that operationalizes PCC, can inform the measurement of person-centeredness within clinical documentation. Objective: This study aims to use the clinical informatics approach of natural language processing (NLP) to examine the impact of CD on person-centeredness in clinic visit notes. Using a dictionary-based approach, this study conducts a textual analysis of clinic notes from a community mental health center before and after staff were trained in CD. Methods: This study used visit notes (n=1981) from 10 providers in a community mental health center 6 months before and after training in CD. LIWC-22 was used to assess all notes using the Linguistic Inquiry and Word Count (LIWC) dictionary, which categorizes over 5000 linguistic and psychological words. Twelve LIWC categories were selected and mapped onto PCC planning principles through the consensus of 3 domain experts. The LIWC-22 contextualizer was used to extract sentence fragments from notes corresponding to LIWC categories. Then, fixed-effects modeling was used to identify differences in notes before and after CD training while accounting for nesting within the provider. Results: Sentence fragments identified by the contextualizing process illustrated how visit notes demonstrated PCC. The fixed effects analysis found a significant positive shift toward person-centeredness; this was observed in 6 of the selected LIWC categories post CD. Specifically, there was a notable increase in words associated with achievement (ß=.774, P<.001), power (ß=.831, P<.001), money (ß=.204, P<.001), physical health (ß=.427, P=.03), while leisure words decreased (ß=-.166, P=.002). Conclusions: By using a dictionary-based approach, the study identified how CD might influence the integration of PCC principles within clinical notes. Although the results were mixed, the findings highlight the potential effectiveness of CD in enhancing person-centeredness in clinic notes. By leveraging NLP techniques, this research illuminated the value of narrative clinical notes in assessing the quality of care in behavioral health contexts. These findings underscore the promise of NLP for quality assurance in health care settings and emphasize the need for refining algorithms to more accurately measure PCC.

Does social empathy moderate fear-induced minority blaming during the COVID-19 pandemic?

This study investigated the minority-blaming phenomenon in South Korea during the COVID-19 pandemic. The pandemic amplified fear, discrimination, and structural inequalities among minoritized groups during the COVID-19 pandemic. This study identified who was blamed for the spread of COVID-19 and the sociodemographic characteristics associated with this blame. Additionally, it examines the roles of individual and interpersonal fear and social empathy in minority blaming. We measured the fear of COVID-19 at both individual and interpersonal levels. Individual fear was assessed through personal health concerns, while the fear of transmitting the virus to others was measured as interpersonal fear. Social empathy was defined by macro perspective-taking, cognitive empathy, self-other awareness, and affective responses. The study was conducted through an online survey involving a quota sample of 1,500 South Korean participants aged 19-69 years, based on age, gender, and residential area. The response was collected in December 2020, when mass infections in specific communities received attention from mass and social media before the national spread of the COVID-19 pandemic. Analytical strategies, including OLS and hierarchical regression models, were employed to examine the roles of socioeconomic factors, individual and interpersonal fear, and social empathy in minority blaming. This study found varying correlations between sociodemographic factors and attitudes toward ethnic, religious, sexual, economic, and age-minority groups. Individual fear of contracting COVID-19 was associated with increased blame across all minority groups. In contrast, interpersonal fear was associated with increased blame only for ethnic and religious minority groups. Similarly, social empathy presented mixed associations, as it displayed a buffering role on blaming ethnic, religious, and sexual minorities when considered alongside interpersonal fear, yet mildly intensified blame for economic and age minorities. These findings provide an understanding on fear-induced minority blaming during the pandemic and the potential role of social empathy in mitigating blame.

Impact of Collaborative Documentation on Completeness and Length of Clinical Notes in Behavioral Health Settings.

OBJECTIVE: This study aimed to examine differences in community mental health visit notes before and after initiation of collaborative documentation, a practice in which clinicians and consumers jointly document clinical encounters. METHODS: Using a clinical informatics approach, the authors sampled visit notes (N=1,875) from nine providers in one mental health clinic. The authors compared notes from before and after the implementation of collaborative documentation by using fixed-effects regression models, controlling for therapist-level effects. RESULTS: Significant changes in visit note structure were found after the implementation of collaborative documentation. Most sections (N=6 of 10) contained more information (i.e., higher word and character counts) after collaborative documentation implementation, but sections describing a client's feelings were less likely to have any content (OR=0.01, p<0.001). CONCLUSIONS: These findings demonstrate that collaborative documentation influences clinical notes, providing much-needed research about a widely adopted practice in community mental health settings.

From racial awakening to collective action: Asian Americans' pathways to activism and benevolent support during COVID-19.

OBJECTIVES: In response to increased anti-Asian discrimination and violence during the COVID-19 pandemic, this study examined pathways from discrimination experiences to own-group collective action in a diverse sample of 689 Asian Americans. METHOD: Informed by theories of ethnoracial identity, critical consciousness, and collective action and utilizing structural equation modeling, we examined the associations among discrimination, psychological distress, critical awareness and motivation (CAM) to resist racism, and two types of own-group collective action: political activism and benevolent support. Multigroup invariance tests also examined whether these associations differed by ethnic subgroup, immigrant generation, and age. RESULTS: Results supported our integrated model in which distress mediated the relationship between discrimination and CAM, and CAM mediated the relationship between discrimination and collective action. The structural pathways from discrimination to own-group collective action generally did not differ by ethnic subgroup and immigrant generation, although path coefficients for the effect of discrimination on distress did vary by age (p < .01). Further, discrimination did not appear to have the same catalyzing effect on CAM for South and Southeast Asians compared to East Asians. CONCLUSIONS: While anti-Asian discrimination was associated with both distress and engagement in collective action during the COVID-19 pandemic, group differences in mediational processes highlight the importance of disaggregating analyses to explore both similarities and differences in Asian Americans' responses to discrimination. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Perceived household financial decline and physical/mental health among adolescents during the COVID-19 crisis: Focusing on gender differences.

COVID-19 has worsened adolescents' mental and physical health. Several studies have reported that the effect may be greater in girls; however, relevant socio-ecological factors have not been examined. This study aimed to examine the factors associated with physical and mental health status among adolescents and the moderating role of gender on the relationship between physical and mental health status and perceived household financial decline. We analyzed the cross-sectional 2020 Korea Youth Risk Behavior Web-based Survey (KYRBS) collected between August and November 2020 in South Korea. It included 54,809 adolescents (28,269 males and 26,540 females), on average aged 15.1. We conducted ordinary least squares (OLS) regressions to examine the factors associated with physical and mental health outcomes. Gender differences were observed in associated factors. Then, we tested the moderating effect of gender by including an interaction term between gender and perceived household financial decline due to the COVID-19 pandemic. Perceived household financial decline due to COVID-19 negatively affected both groups. Perceiving moderate and severe financial decline due to COVID-19 is negatively associated with self-rated health among female adolescents than male counterparts. Female adolescents were also more vulnerable to mental health outcomes (i.e., distress, anxiety, and loneliness) when they perceived severe or moderate household financial decline due to COVID-19 compared to their male peers. Our findings suggest that female adolescents are more vulnerable to household financial shocks due to COVID-19, especially in households that have experienced a severe decline. We suggest the need for gender-sensitive policy interventions for adolescent mental health.

Immigrant-origin youths at risk: Trends in suicidal behaviors among Korean adolescents by immigrant origins and ethnic options (2011-2019).

BACKGROUND: In line with the immigrant paradox, immigrants' health advantages disappear among second-generation immigrant-origin youths, including a high prevalence of suicidal behaviors. Nevertheless, the secular trend in suicidal behaviors among immigrants in South Korea has not been examined. While Korean society was once considered homogeneous, intra-Asian migration has increased in recent decades. It is needed to explore the relationship between ethnic options and mental health outcomes among immigrant-origin youths, including suicidal behaviors. METHODS: Using the nationally representative Korean Youth Risk Behavior Survey from 2011 to 2019 (600,541 non-immigrant-origin and 6,085 immigrant-origin), we examined the rates of suicidal behaviors to identify trends among youths with/without immigrant-origin and depending on the visibility of their immigrant-origin. Then, we conducted logistic regression to examine whether visibility is associated with higher suicidal behaviors among immigrant-origin youths. RESULTS: Overall, suicidal behaviors have declined, but immigrant-origin youths showed higher levels of suicidal behaviors than non-immigrant-origin youths. Visible minority youths showed higher suicidal behaviors than their invisible counterparts, particularly in suicidal planning and suicide attempts. Among immigrant-origin youths, visible minority status was associated with higher suicidal thoughts, plans, and attempts, controlling for socio-economic factors. Furthermore, female immigrant-origin youths show higher suicidal behaviors than their male counterparts. CONCLUSIONS: The results suggest that data disaggregation is needed when examining the mental health of immigrant-origin youths. Practitioners and policymakers should pay particular attention to immigrant-origin youths and recognize that their visibility may be associated with their risk of suicidal behaviors. Targeted intervention is also required for female visible minority youths.

Disaggregating the data: Diversity of COVID-19 stressors, discrimination, and mental health among Asian American communities.

Much of the public discourse as well as research regarding the negative impact of COVID-19-related anti-Asian discrimination has been conducted at the broad racial group level, yet data aggregation masks critical points of diversity among Asian Americans. We conducted an online survey of 620 Asian American adults in December 2020 and examined whether there were any demographic differences-including by ethnic subgroup and Chinese street race (being Chinese or being mistaken as Chinese)-in their experiences of COVID-19-related stress, direct and vicarious discrimination, and psychological outcomes. Our analyses found that younger age was correlated with higher reports of pandemic stress, discrimination, distress, and worry. Female and U.S.-born participants reported higher levels of pandemic stress and vicarious discrimination, but there were no gender or nativity differences in levels of direct discrimination. Being uninsured was also related to higher levels of pandemic stress, discrimination, and distress. East Asian Americans reported significantly lower frequencies of direct anti-Asian discrimination than did South Asian or Southeast Asian Americans, but the ethnic subgroups did not differ in their reports of vicarious discrimination. Of note, Chinese street race was not associated with either direct or vicarious discrimination. Separate hierarchical regression analyses for East Asian, South Asian, and Southeast Asian participants revealed that, regardless of ethnicity, racial discrimination significantly contributed to psychological distress and worry beyond the effects of pandemic stress. However, the three groups varied in the demographic indicators and COVID-19 stressors that were associated with psychological outcomes. Pandemic stress was more strongly associated with negative outcomes among South Asian Americans than East Asian and Southeast Asian Americans, and neither direct nor vicarious discrimination were associated with mental health among South Asian Americans. Direct discrimination, compared to vicarious discrimination, was a particularly robust predictor of both distress and worry among East Asian Americans. For Southeast Asian Americans, direct discrimination significantly predicted higher levels of distress, whereas vicarious discrimination predicted higher levels of worry. Vicarious discrimination was not significantly related to distress across ethnic subgroups. Results suggest that practitioners and policy makers would benefit from attending to these within-group differences in Asian Americans' experiences during the pandemic.

Selective retina therapy with automatic real-time feedback-controlled dosimetry for chronic central serous chorioretinopathy in Korean patients.

PURPOSE: To evaluate the safety and efficacy of selective retina therapy (SRT) with real-time feedback-controlled dosimetry (RFD) in the treatment of chronic central serous chorioretinopathy (CSC). METHODS: In this retrospective case series study, 50 eyes of 49 patients with chronic CSC demonstrating focal or diffuse foveal leakages on fundus fluorescein angiography (FFA) were included. Following evaluation of test spots at temporal arcades, SRT (wavelength 527 nm, pulse repetition rate 100 Hz, pulse energy ramp with maximal 15 pulses) with retinal spot diameter of 200 µm was applied to the areas of each leakage observed on fluorescein angiography. Changes in mean best corrected visual acuity (BCVA), maximum macular thickness (MMT), subretinal fluid (SRF) height, and subfoveal choroidal thickness (SCT) were evaluated at 1, 2 and 3 months after treatment. RFD was used for adjusting the pulse energy. Eyes received a mean of 21.1 ± 18.1 treatment spots with a range of energies between 50uJ and 200uJ per pulse. RESULTS: Subretinal fluid (SRF) was completely resolved in 74% (37/50 eyes) at month 3. Mean BCVA (LogMAR) was improved from 0.44 ± 0.29 at baseline to 0.37 ± 0.32 at month 3 (p = 0.001). MMT was decreased from 335.0 ± 99.8 µm at baseline to 236.4 ± 66.4 µm after 3 months (p < 0.001). SRF height was decreased from 168.0 ± 77.3 µm at baseline to 29.0 ± 57.3 µm after 3 months (p < 0.001). However, the changes in SCT were not statistically significant (p = 0.48). CONCLUSIONS: SRT treatment with RFD showed favorable visual and anatomical outcomes in patients with chronic CSC.