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1.
J Head Trauma Rehabil ; 39(3): 218-230, 2024.
Article in English | MEDLINE | ID: mdl-38709830

ABSTRACT

OBJECTIVE: To describe associations between a history of traumatic brain injury (TBI) and the severity of tinnitus-related functional impairment among a national, stratified random sample of veterans diagnosed with tinnitus by the Department of Veterans Affairs (VA) healthcare system. SETTING: A multimodal (mailed and internet) survey administered in 2018. Participants: VA healthcare-using veterans diagnosed with tinnitus; veterans with comorbid TBI diagnosis were oversampled. DESIGN: A population-based survey. MAIN MEASURES: TBI history was assessed using International Classification of Diseases (ICD) diagnosis codes in veterans' VA electronic health records. The severity of participants' overall tinnitus-related functional impairment was measured using the Tinnitus Functional Index. Population prevalence and 95% confidence intervals (CIs) were estimated using inverse probability weights accounting for sample stratification and survey nonresponse. Veterans' relative risk ratios of very severe or moderate/severe tinnitus-related functional impairment, versus none/mild impairment, were estimated by TBI history using bivariable and multivariable multinomial logistic regression. RESULTS: The population prevalence of TBI was 5.6% (95% CI: 4.8-6.4) among veterans diagnosed with tinnitus. Veterans with a TBI diagnosis, compared with those without a TBI diagnosis, had 3.6 times greater likelihood of rating their tinnitus-related impairment as very severe (95% CI: 2.1-6.3), and 1.5 times greater likelihood of rating their impairment as moderate/severe (95% CI: 1.0-2.4), versus none/mild. CONCLUSIONS: These findings suggest an important role of TBI in the severity of tinnitus-related functional impairment among veterans. This knowledge can help inform the integration of tinnitus management services into the care received by veterans with TBI.


Subject(s)
Brain Injuries, Traumatic , Severity of Illness Index , Tinnitus , Veterans , Humans , Tinnitus/epidemiology , Male , Female , Brain Injuries, Traumatic/complications , Brain Injuries, Traumatic/epidemiology , United States , Middle Aged , Adult , Aged , Prevalence
2.
Lung Cancer ; 190: 107526, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38452601

ABSTRACT

BACKGROUND: Health care organizations are increasingly developing systems to ensure patients with pulmonary nodules receive guideline-adherent care. Our goal was to determine patient and organization factors that are associated with radiologist adherence as well as clinician and patient concordance to 2005 Fleischner Society guidelines for incidental pulmonary nodule follow-up. MATERIALS: Trained researchers abstracted data from the electronic health record from two Veterans Affairs health care systems for patients with incidental pulmonary nodules as identified by interpreting radiologists from 2008 to 2016. METHODS: We classified radiology reports and patient follow-up into two categories. Radiologist-Fleischner Adherence was the agreement between the radiologist's recommendation in the computed tomography report and the 2005 Fleischner Society guidelines. Clinician/Patient-Fleischner Concordance was agreement between patient follow-up and the guidelines. We calculated multivariable-adjusted predicted probabilities for factors associated with Radiologist-Fleischner Adherence and Clinician/Patient-Fleischner Concordance. RESULTS: Among 3150 patients, 69% of radiologist recommendations were adherent to 2005 Fleischner guidelines, 4% were more aggressive, and 27% recommended less aggressive follow-up. Overall, only 48% of patients underwent follow-up concordant with 2005 Fleischner Society guidelines, 37% had less aggressive follow-up, and 15% had more aggressive follow-up. Radiologist-Fleischner Adherence was associated with Clinician/Patient-Fleischner Concordance with evidence for effect modification by health care system. CONCLUSION: Clinicians and patients seem to follow radiologists' recommendations but often do not obtain concordant follow-up, likely due to downstream differential processes in each health care system. Health care organizations need to develop comprehensive and rigorous tools to ensure high levels of appropriate follow-up for patients with pulmonary nodules.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Solitary Pulmonary Nodule , Humans , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/therapy , Tomography, X-Ray Computed/methods , Delivery of Health Care
3.
Semin Hear ; 45(1): 40-54, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38370516

ABSTRACT

Tinnitus is highly prevalent among military Veterans. Severe tinnitus can be associated with negative impacts on daily life. Veterans with severe tinnitus may also have greater difficulties in functional roles, including work. However, few studies have explicitly explored this relationship. Traumatic brain injury (TBI), also prevalent among Veterans, is associated with tinnitus and can additionally impair work functioning. This quantitative investigation used a population-based survey to assess the relationship between tinnitus severity, measured using the Tinnitus Functional Index (TFI), and the impact of tinnitus on work, measured using a composite score from the Tinnitus History Questionnaire, among a stratified random sample of VA healthcare-using Veterans diagnosed with tinnitus, with and without comorbid TBI. Analyses were weighted to account for sampling design and Veteran non-response; multiple imputation was used to account for missing data. Results indicated that for every 1-point increase in TFI score, there was an average 8% increase in the odds of reporting a high level of impact on work functioning (OR: 1.08; 95% CI: 1.06, 1.11). Veterans with a comorbid TBI diagnosis, compared with those without, were more likely to have high tinnitus-related impact on work functioning (OR: 2.69, 95% CI: 1.85, 3.91), but the relationship between tinnitus severity and the impact of tinnitus on work functioning did not differ by TBI status. These data can help researchers and clinicians understand complex symptoms experienced by Veterans with tinnitus, with and without TBI, supporting the improved provision of clinical services to these patients.

4.
Suicide Life Threat Behav ; 54(1): 154-166, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38095049

ABSTRACT

INTRODUCTION: VA S.A.V.E. (Signs; Ask; Validate; Encourage/Expedite) is a gatekeeper training developed by the Department of Veterans Affairs (VA) that teaches individuals to identify and assist veterans at risk for suicide. Although VA S.A.V.E. has been widely disseminated, rigorous evaluation is lacking. METHODS: In a pilot randomized controlled trial of a brief, video-based version of VA S.A.V.E., individuals were recruited through Facebook, randomized to VA S.A.V.E. versus an attention control condition, and completed 6-month follow-up. A subgroup (n = 15) completed interviews. We used a mixed methods framework to integrate quantitative and qualitative findings. RESULTS: Among 214 participants, 61% were spouses/partners of veterans and 77% had prior suicide exposure. Sixty-seven percent (n = 68) of VA S.A.V.E. participants watched the entire video, and satisfaction and usability were highly rated. At 6-month follow-up, compared to the control group, the VA S.A.V.E. group had a higher proportion of participants use each gatekeeper behavior (66.7%-84.9% vs. 44.4%-77.1%), and used significantly more total gatekeeper behaviors (2.3 ± 0.9 vs. 1.8 ± 1.0; p = 0.01). Interviews supported positive reactions, learning, and behavior change from VA S.A.V.E. CONCLUSION: VA S.A.V.E. merits further investigation into its effectiveness as a brief, scalable gatekeeper training for suicide prevention in veterans.


Subject(s)
Suicide , Veterans , Humans , United States , Suicide Prevention , United States Department of Veterans Affairs
5.
J Palliat Med ; 26(11): 1474-1481, 2023 11.
Article in English | MEDLINE | ID: mdl-37262128

ABSTRACT

Background: Hospice and palliative care (PC) are important components of lung cancer care and independently provide benefits to patients and their families. Objective: To better understand the relationship between hospice and PC and factors that influence this relationship. Methods: A retrospective cohort study of patients diagnosed with advanced lung cancer (stage IIIB/IV) within the U.S. Veterans Health Administration (VA) from 2007 to 2013 with follow-up through 2017 (n = 22,907). Mixed logistic regression models with a random effect for site, adjustment for patient variables, and propensity score weighting were used to examine whether the association between PC and hospice use varied by U.S. region and PC team characteristics. Results: Overall, 57% of patients with lung cancer received PC, 69% received hospice, and 16% received neither. Of those who received hospice, 60% were already enrolled in PC. Patients who received PC had higher odds of hospice enrollment than patients who did not receive PC (adjusted odds ratio = 3.25, 95% confidence interval: 2.43-4.36). There were regional differences among patients who received PC; the predicted probability of hospice enrollment was 85% and 73% in the Southeast and Northeast, respectively. PC team and facility characteristics influenced hospice use in addition to PC; teams with the shortest duration of existence, with formal team training, and at lower hospital complexity were more likely to use hospice (all p < 0.05). Conclusions: Among patients with advanced lung cancer, PC was associated with hospice enrollment. However, this relationship varied by geographic region, and PC team and facility characteristics. Our findings suggest that regional PC resource availability may contribute to substitution effects between PC and hospice for end-of-life care.


Subject(s)
Hospice Care , Hospices , Lung Neoplasms , Humans , Palliative Care , Lung Neoplasms/therapy , Retrospective Studies
6.
Head Neck ; 45(8): 2058-2067, 2023 08.
Article in English | MEDLINE | ID: mdl-37366072

ABSTRACT

BACKGROUND: We characterized prescription opioid medication use up to 2 years following the head and neck cancer (HNC) diagnosis and examined associations with moderate or high daily opioid prescription dose. METHODS: Using administrative data from Veterans Health Administration, we conducted a retrospective cohort analysis of 5522 Veterans treated for cancers of the upper aerodigestive tract between 2012 and 2019. Data included cancer diagnosis and treatments, pain severity, prescription opioid characteristics, demographics, and other clinical factors. RESULTS: Two years post-HNC, 7.8% (n = 428) were receiving moderate or high-dose opioid therapy. Patients with at least moderate pain (18%, n = 996) had 2.48 times higher odds (95% CI = 1.94-3.09, p < 0.001) to be prescribed a moderate opioid dose or higher at 2 years post diagnosis. CONCLUSIONS: Survivors of HNC with at least moderate pain were at elevated risk of continued use of moderate and high dose opioids.


Subject(s)
Head and Neck Neoplasms , Opioid-Related Disorders , Prescription Drugs , Humans , Analgesics, Opioid/therapeutic use , Retrospective Studies , Prevalence , Opioid-Related Disorders/epidemiology , Pain , Prescription Drugs/adverse effects , Survivors , Head and Neck Neoplasms/drug therapy
7.
JMIR Infodemiology ; 3: e43685, 2023 08 22.
Article in English | MEDLINE | ID: mdl-37347948

ABSTRACT

BACKGROUND: During the early pandemic, there was substantial variation in public and government responses to COVID-19 in Europe and the United States. Mass media are a vital source of health information and news, frequently disseminating this information through social media, and may influence public and policy responses to the pandemic. OBJECTIVE: This study aims to describe the extent to which major media outlets in the United States and Spain tweeted about health-related behaviors (HRBs) relevant to COVID-19, compare the tweeting patterns between media outlets of both countries, and determine user engagement in response to these tweets. METHODS: We investigated tweets posted by 30 major media outlets (n=17, 57% from Spain and n=13, 43% from the United States) between December 1, 2019 and May 31, 2020, which included keywords related to HRBs relevant to COVID-19. We classified tweets into 6 categories: mask-wearing, physical distancing, handwashing, quarantine or confinement, disinfecting objects, or multiple HRBs (any combination of the prior HRB categories). Additionally, we assessed the likes and retweets generated by each tweet. Poisson regression analyses compared the average predicted number of likes and retweets between the different HRB categories and between countries. RESULTS: Of 50,415 tweets initially collected, 8552 contained content associated with an HRB relevant to COVID-19. Of these, 600 were randomly chosen for training, and 2351 tweets were randomly selected for manual content analysis. Of the 2351 COVID-19-related tweets included in the content analysis, 62.91% (1479/2351) mentioned at least one HRB. The proportion of COVID-19 tweets mentioning at least one HRB differed significantly between countries (P=.006). Quarantine or confinement was mentioned in nearly half of all the HRB tweets in both countries. In contrast, the least frequently mentioned HRBs were disinfecting objects in Spain 6.9% (56/809) and handwashing in the United States 9.1% (61/670). For tweets from the United States mentioning at least one HRB, disinfecting objects had the highest median likes and retweets, whereas mask-wearing- and handwashing-related tweets achieved the highest median number of likes in Spain. Tweets from Spain that mentioned social distancing or disinfecting objects had a significantly lower predicted count of likes compared with tweets mentioning a different HRB (P=.02 and P=.01, respectively). Tweets from the United States that mentioned quarantine or confinement or disinfecting objects had a significantly lower predicted number of likes compared with tweets mentioning a different HRB (P<.001), whereas mask- and handwashing-related tweets had a significantly greater predicted number of likes (P=.04 and P=.02, respectively). CONCLUSIONS: The type of HRB content and engagement with media outlet tweets varied between Spain and the United States early in the pandemic. However, content related to quarantine or confinement and engagement with handwashing was relatively high in both countries.


Subject(s)
COVID-19 , Social Media , Humans , United States/epidemiology , COVID-19/epidemiology , Pandemics/prevention & control , Spain/epidemiology , Infodemiology , Health Behavior , Mass Media
8.
Acad Emerg Med ; 30(4): 278-288, 2023 04.
Article in English | MEDLINE | ID: mdl-36869632

ABSTRACT

BACKGROUND: Suicide is a leading cause of death in the United States, particularly among Veterans. Nonfatal firearm injuries may indicate subsequent risk of suicide and, thus, provide important opportunities for prevention in emergency departments and other health care settings. We used a retrospective cohort design to analyze associations between nonfatal firearm injuries and subsequent suicide among all Veterans who used U.S. Department of Veterans Affairs (VA) health care, nationally, between 2010 and 2019. METHODS: We linked VA health care and mortality data to identify VA users, nonfatal firearm injuries, and deaths. International Classification of Diseases (ICD)-10th Revision cause-of-death codes were used to identify suicides. Veterans' firearm injuries and their intent were categorized using cause-of-injury codes from the ICD Clinical Modification-9th and 10th Revisions systems. Using bivariable and multivariable regression, we estimated risk of subsequent suicide among Veterans with, versus without, nonfatal firearm injuries. Among Veterans with nonfatal firearm injuries, we examined characteristics associated with subsequent suicide; electronic health record (chart) reviews explored documentation about firearm access among those who died. RESULTS: Among 9,817,020 VA-using Veterans, 11,503 experienced nonfatal firearm injuries (64.9% unintentional, 12.3% intentional self-harm, 18.5% assault). Of these, 69 (0.6%) subsequently died by suicide (42 involving firearms). The odds of subsequent suicide among Veterans with, versus without, nonfatal firearm injuries were 2.4 (95% confidence interval 1.9-3.0); odds were only slightly attenuated in multivariable modeling. Among Veterans with nonfatal firearm injuries, those with depression or substance use disorder diagnoses had twice the odds of subsequent suicide than those without. Chart reviews identified small proportions of suicide decedents who were assessed for (21.7%), and/or counseled about (15.9%), firearm access. CONCLUSIONS: Findings suggest that Veterans' nonfatal firearm injuries, regardless of injury intent, may be important but underutilized opportunities for suicide prevention. Future work should explore mechanisms to reduce risk among these patients.


Subject(s)
Firearms , Suicide , Veterans , Wounds, Gunshot , Humans , United States/epidemiology , Retrospective Studies , Wounds, Gunshot/epidemiology
10.
Mil Med ; 2023 Jan 31.
Article in English | MEDLINE | ID: mdl-36722178

ABSTRACT

INTRODUCTION: Lung cancer screening (LCS) uptake is low. Assessing patients' cigarette pack-years and years since quitting is challenging given the lack of documentation in structured electronic health record data. MATERIALS AND METHODS: We used a convenience sample of patients with a chest CT scan in the Veterans Health Administration. We abstracted data on cigarette use from electronic health record notes to determine LCS eligibility based on the 2021 U.S. Preventive Services Task Force age and cigarette use eligibility criteria. We used these data as the "ground truth" of LCS eligibility to compare them with structured data regarding tobacco use and a COPD diagnosis. We calculated sensitivity and specificity as well as fast-and-frugal decision trees. RESULTS: For 50-80-year-old veterans identified as former or current tobacco users, we obtained 94% sensitivity and 47% specificity. For 50-80-year-old veterans identified as current tobacco users, we obtained 59% sensitivity and 79% specificity. Our fast-and-frugal decision tree that included a COPD diagnosis had a sensitivity of 69% and a specificity of 60%. CONCLUSION: These results can help health care systems make their LCS outreach efforts more efficient and give administrators and researchers a simple method to estimate their number of possibly eligible patients.

11.
Community Ment Health J ; 59(5): 954-961, 2023 07.
Article in English | MEDLINE | ID: mdl-36547815

ABSTRACT

This national, observational study examined factors associated with undetermined self-directed violence (SDV) classification among Veterans with a SDV event classified as either "suicide attempt" or "undetermined SDV" in in the Veterans Health Administration (VHA) between 2013 and 2018 (N = 55,878). Generalized estimating equations were used to examine associations of patient and SDV event factors with likelihood of an undetermined SDV classification. Veterans who used poisoning or other methods had 1.52 (95%CI: 1.38, 1.66) and 2.33 (95%CI: 2.16, 2.50) increased odds of having their SDV classified as undetermined, respectively. Veterans with a prior year substance use disorder diagnosis had 1.19 (95%CI: 1.14, 1.24) increased odds of having their SDV classified as undetermined. In sex-stratified analyses, associations of poisoning and substance use disorders held only among males. Additional clinical evaluation of patients with histories of substance use disorders or who use poisoning as method of SDV may be warranted when making SDV determinations.


Subject(s)
Substance-Related Disorders , Veterans , Male , Humans , United States/epidemiology , Veterans Health , Suicide, Attempted , Violence , Substance-Related Disorders/epidemiology
12.
Contemp Clin Trials Commun ; 30: 100993, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36159001

ABSTRACT

Background: VA S.A.V.E. (Signs; Ask; Validate; Encourage/Expedite) is a gatekeeper training, designed to teach individuals how to identify and assist military veterans at risk for suicide. The aim of this pilot was to determine feasibility, barriers, and facilitators of recruitment and retention in a remote trial of VA S.A.V.E. Methods: We recruited close supports (family and friends) of veterans through Facebook sponsored ads, automatically randomized them to VA S.A.V.E. or an unrelated video training, and followed them for six months. A subgroup completed interviews, and we used a mixed methods framework to integrate quantitative and qualitative findings. Results: Of 214 participants, 61% were spouses or partners of veterans and 48% knew at least one veteran who had died by suicide. Of the three a priori feasibility benchmarks, two were achieved (enrollment, on average, of twenty participants per week and less than 50% loss to follow-up at the 6-month study endpoint) and one was not (enrollment of at least 50% of eligible individuals). There were three barriers (generic ads, ad text referring to "research," and Facebook as an ad platform) and five facilitators (audience segmentation focused on veterans' family members and friends, an urgent call to action to help a veteran, prior exposure to suicide, emphasizing the benefit of receiving training, and using a university as the campaign messenger) to study participation. Conclusion: A fully remote trial of VA S.A.V.E. gatekeeper training was feasible in a population of close supports of veterans. Several strategies may further enhance study participation.

13.
J Gen Intern Med ; 37(15): 3805-3813, 2022 11.
Article in English | MEDLINE | ID: mdl-35296983

ABSTRACT

BACKGROUND: Interventions to reduce harms related to prescription opioids are needed in primary care settings. OBJECTIVE: To determine whether a multicomponent intervention, Improving the safety of opioid therapy (ISOT), is efficacious in reducing prescription opioid harms. DESIGN: Clinician-level, cluster randomized clinical trial. ( ClinicalTrials.gov : NCT02791399) SETTING: Eight primary care clinics at 1 Veterans Affairs health care system. PARTICIPANTS: Thirty-five primary care clinicians and 286 patients who were prescribed long-term opioid therapy (LTOT). INTERVENTION: All clinicians participated in a 2-hour educational session on patient-centered care surrounding opioid adherence monitoring and were randomly assigned to education only or ISOT. ISOT is a multicomponent intervention that included a one-time consultation by an external clinician to the patient with monitoring and feedback to clinicians over 12 months. MAIN MEASURES: The primary outcomes were changes in risk for prescription opioid misuse (Current Opioid Misuse Measure) and urine drug test results. Secondary outcomes were quality of the clinician-patient relationship, other prescription opioid safety outcomes, changes in clinicians' opioid prescribing characteristics, and a non-inferiority analysis of changes in pain intensity and functioning. KEY RESULTS: ISOT did not decrease risk for prescription opioid misuse (difference between groups = -1.12, p = 0.097), likelihood of an aberrant urine drug test result (difference between groups = -0.04, p=0.401), or measures of the clinician-patient relationship. Participants allocated to ISOT were more likely to discontinue prescription opioids (20.0% versus 8.1%, p = 0.007). ISOT did not worsen participant-reported scores of pain intensity or function. CONCLUSIONS: ISOT did not impact risk for prescription opioid misuse but did lead to increased likelihood of prescription opioid discontinuation. More intensive interventions may be needed to impact treatment outcomes.


Subject(s)
Chronic Pain , Opioid-Related Disorders , Prescription Drug Misuse , Humans , Analgesics, Opioid/adverse effects , Analgesics, Opioid/urine , Chronic Pain/drug therapy , Practice Patterns, Physicians' , Opioid-Related Disorders/prevention & control , Opioid-Related Disorders/drug therapy
14.
Ann Am Thorac Soc ; 19(8): 1379-1389, 2022 08.
Article in English | MEDLINE | ID: mdl-35167780

ABSTRACT

Rationale: Millions of people are diagnosed with incidental pulmonary nodules every year. Although most nodules are benign, it is universally recommended that all patients be assessed to determine appropriate follow-up and ensure that it is obtained. Objectives: To determine the degree of concordance and adherence to 2005 Fleischner Society guidelines among radiologists, clinicians, and patients at two Veterans Affairs healthcare systems with incidental nodule tracking systems. Methods: Trained researchers abstracted data from the electronic health records of patients with incidental pulmonary nodules as identified by interpreting radiologists from 2008 to 2016. We classified radiology reports and patient follow-up into three categories. Radiologist-Fleischner adherence was the agreement between the radiologist's recommendation in the computed tomography (CT) report and the 2005 Fleischner Society guidelines. Clinician/patient-Fleischner concordance was agreement between patient follow-up and the guidelines. Clinician/patient-radiologist adherence was agreement between the radiologist's recommendation and patient follow-up. We evaluated whether the recommendation or follow-up was more (e.g., sooner) or less (e.g., later) aggressive than recommended. Results: After exclusions, 4,586 patients with 7,408 imaging tests (n = 4,586 initial chest CT scans; n = 2,717 follow-up chest CT scans; n = 105 follow-up low-dose CT scans) were included. Among radiology reports that could be classified in terms of Fleischner Society guidelines (n = 3,150), 80% had nonmissing radiologist recommendations. Among those reports, radiologist-Fleischner adherence was 86.6%, with 4.8% more aggressive and 8.6% less aggressive. Among patients whose initial scans could be classified, clinician/patient-Fleischner concordance was 46.0%, 14.5% were more aggressive, and 39.5% were less aggressive. Clinician/patient-radiologist adherence was 54.3%. Veterans whose radiology reports were adherent to Fleischner Society guidelines had a substantially higher proportion of clinician/patient-Fleischner concordance: 52.0% concordance among radiologist-Fleischner adherent versus 11.6% concordance among radiologist-Fleischner nonadherent. Conclusions: In this multi-health system observational study of incidental pulmonary nodule follow-up, we found that radiologist adherence to 2005 Fleischner Society guidelines may be necessary but not sufficient. Our results highlight the many facets of care processes that must occur to achieve guideline-concordant care.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Radiology , Solitary Pulmonary Nodule , Guideline Adherence , Humans , Incidental Findings , Multiple Pulmonary Nodules/diagnostic imaging , Solitary Pulmonary Nodule/diagnostic imaging
15.
J Med Internet Res ; 24(1): e31175, 2022 01 11.
Article in English | MEDLINE | ID: mdl-35014971

ABSTRACT

BACKGROUND: Hikikomori is a form of severe social withdrawal that is particularly prevalent in Japan. Social media posts offer insight into public perceptions of mental health conditions and may also inform strategies to identify, engage, and support hard-to-reach patient populations such as individuals affected by hikikomori. OBJECTIVE: In this study, we seek to identify the types of content on Twitter related to hikikomori in the Japanese language and to assess Twitter users' engagement with that content. METHODS: We conducted a mixed methods analysis of a random sample of 4940 Japanese tweets from February to August 2018 using a hashtag (#hikikomori). Qualitative content analysis included examination of the text of each tweet, development of a codebook, and categorization of tweets into relevant codes. For quantitative analysis (n=4859 tweets), we used bivariate and multivariate logistic regression models, adjusted for multiple comparisons, and estimated the predicted probabilities of tweets receiving engagement (likes or retweets). RESULTS: Our content analysis identified 9 codes relevant to tweets about hikikomori: personal anecdotes, social support, marketing, advice, stigma, educational opportunities, refuge (ibasho), employment opportunities, and medicine and science. Tweets about personal anecdotes were the most common (present in 2747/4859, 56.53% of the tweets), followed by social support (902/4859, 18.56%) and marketing (624/4859, 12.84%). In the adjusted models, tweets coded as stigma had a lower predicted probability of likes (-33 percentage points, 95% CI -42 to -23 percentage points; P<.001) and retweets (-11 percentage points, 95% CI -18 to -4 percentage points; P<.001), personal anecdotes had a lower predicted probability of retweets (-8 percentage points, 95% CI -14 to -3 percentage points; P=.002), marketing had a lower predicted probability of likes (-13 percentage points, 95% CI -21 to -6 percentage points; P<.001), and social support had a higher predicted probability of retweets (+15 percentage points, 95% CI 6-24 percentage points; P=.001), compared with all tweets without each of these codes. CONCLUSIONS: Japanese tweets about hikikomori reflect a unique array of topics, many of which have not been identified in prior research and vary in their likelihood of receiving engagement. Tweets often contain personal stories of hikikomori, suggesting the potential to identify individuals with hikikomori through Twitter.


Subject(s)
Phobia, Social , Social Media , Humans , Japan , Shame , Social Isolation
16.
J Gen Intern Med ; 36(12): 3659-3664, 2021 12.
Article in English | MEDLINE | ID: mdl-34595681

ABSTRACT

PURPOSE: High-quality, comprehensive care of vulnerable populations requires interprofessional ambulatory care teams skilled in addressing complex social, medical, and psychological needs. Training health professionals in interprofessional settings is crucial for building a competent future workforce. The impacts on care utilization of adding continuity trainees to ambulatory teams serving vulnerable populations have not been described. We aim to understand how the addition of interprofessional trainees to an ambulatory clinic caring for Veterans experiencing homelessness impacts medical and mental health services utilization. METHODS: Trainees from five professions were incorporated into an interprofessional ambulatory clinic for Veterans experiencing homelessness starting in July 2016. We performed clinic-level interrupted time series (ITS) analyses of pre- and post-intervention utilization measures among patients enrolled in this training continuity clinic, compared to three similar VA homeless clinics without training programs from October 2015 to September 2018. RESULTS: Our sample consisted of 37,671 patient- months. There was no significant difference between the intervention and comparison groups' post-intervention slopes for numbers of primary care visits (difference in slopes =-0.16 visits/100 patients/month; 95% CI -0.40, 0.08; p=0.19), emergency department visits (difference in slopes = 0.08 visits/100 patients/month; 95% CI -0.16, 0.32; p=0.50), mental health visits (difference in slopes = -1.37 visits/month; 95% CI -2.95, 0.20; p= 0.09), and psychiatric hospitalizations (-0.005 admissions/100 patients/month; 95% CI -0.02, 0.01; p= 0.62). We found a clinically insignificant change in medical hospitalizations. CONCLUSIONS: Adding continuity trainees from five health professions to an interprofessional ambulatory clinic caring for Veterans experiencing homelessness did not adversely impact inpatient and outpatient care utilization. An organized team-based care approach is beneficial for vulnerable patients and provides a meaningful educational experience for interprofessional trainees by building health professionals' capabilities to care for vulnerable populations.


Subject(s)
Ill-Housed Persons , Veterans , Facilities and Services Utilization , Humans , Patient Acceptance of Health Care , United States/epidemiology , United States Department of Veterans Affairs
17.
JAMA Otolaryngol Head Neck Surg ; 147(11): 981-989, 2021 11 01.
Article in English | MEDLINE | ID: mdl-34617963

ABSTRACT

Importance: Head and neck cancer (HNC) survivors are about twice as likely to die by suicide compared with other cancer survivors. Objective: To examine the associations between precancer mental health and pain and postcancer receipt of mental health, substance use disorder (SUD), or palliative care services with risk of suicidal self-directed violence (SSDV). Design, Setting, and Participants: This retrospective cohort study used the Veterans Health Administration data of 7803 veterans with a diagnosis of HNC (stage I-IVB) who received cancer treatment between January 1, 2012, and January 1, 2018. Data were analyzed between May 2020 and July 2021. Exposures: Presence of precancer chronic pain and SUD diagnoses, and postcancer SUD, mental health, or palliative care treatment. Exposures were defined using International Classification of Diseases, Ninth Revision and International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes in Veterans Health Administration administrative data. Main Outcomes and Measures: Documented SSDV event, including suicide attempt or death by suicide, after HNC diagnosis. Results: Among the cohort of 7803 veterans (7685 [98.4%] male; mean [SD] age, 65 [10.7] years), 72 (0.9%) had at least 1 documented SSDV event following their cancer diagnosis, and 51 (0.7%) died by suicide. Four adjusted modified Poisson regression analyses identified that precancer chronic pain (incidence rate ratio [IRR], 2.58; 95% CI 1.54-4.32) or mood disorder diagnoses (IRR, 1.95; 95% CI, 1.17-3.24) were associated with higher risk of postcancer SSDV. Those who had at least 1 documented mental health (IRR, 2.73; 95% CI, 1.24-6.03) or SUD (IRR, 3.92; 95% CI, 2.46-6.24) treatment encounter in the 90 days following HNC diagnosis were at higher risk for SSDV. A palliative care encounter within 90 days of postcancer diagnosis was associated with decreased risk of SSVD (IRR, 0.49; 95% CI, 0.31-0.78). Conclusions and Relevance: In this cohort study, a high proportion of HNC survivors with an SSVD event died from their injuries. Identification of risk factors for SSDV among HNC survivors may help direct additional resources to those who are at high risk. Referral to palliative care appears to be an important component of supportive oncologic care to reduce the risk of SSDV.


Subject(s)
Cancer Survivors/psychology , Carcinoma, Squamous Cell/psychology , Head and Neck Neoplasms/psychology , Suicide, Attempted/psychology , Veterans Health , Adult , Aged , Carcinoma, Squamous Cell/therapy , Facilities and Services Utilization/statistics & numerical data , Female , Head and Neck Neoplasms/therapy , Humans , Male , Mental Health Services/statistics & numerical data , Middle Aged , Palliative Care/psychology , Poisson Distribution , Retrospective Studies , Risk Factors , Suicide, Attempted/statistics & numerical data , United States , Veterans Health/statistics & numerical data
18.
Med Care ; 59: S17-S22, 2021 02 01.
Article in English | MEDLINE | ID: mdl-33438878

ABSTRACT

BACKGROUND: The Veterans Health Administration's system for documenting self-directed violence (SDV) requires that clinicians make a determination of the suicidal intent of the behavior (ie, "undetermined" intent vs. "suicide attempt") which contributes to the enhanced care offered. Past studies suggest clinicians' judgment of suicide risk is impacted by patient demographics regardless of clinical presentation. As women are less likely to die by suicide than men, women's SDV may be taken less seriously; they may be more likely to have their SDV classified as "undetermined" than men, which may impact the care received. OBJECTIVES: This study examines whether women veterans' SDV is disproportionately classified as "undetermined" suicidal intent versus "suicide attempt" as compared with men veterans, and how one's classification and gender modifies the care received. RESEARCH DESIGN: This was an observational, retrospective study of data from Veterans Health Administration administrative databases. We included all veterans with documented nonfatal "undetermined" SDV events and "suicide attempts" between 2013 and 2018 (N=55,878). Objectives were evaluated using mixed-effects logistic regression models. RESULTS: Women veterans were disproportionately more likely than men veterans to have SDV classified as "undetermined" (odds ratio=1.17; 95% confidence interval, 1.08-1.27). Veterans who received an "undetermined" classification were significantly less likely to receive enhanced care. However, this relationship was not moderated by gender. CONCLUSIONS: Gender may impact clinicians' determinations of intent of SDV, but more research is needed on the extent of classification biases and to understand causes. Further, classification of intent is critical, as there is a strong relationship between classification and enhanced care.


Subject(s)
Intention , Self-Injurious Behavior/psychology , Suicide, Attempted/psychology , Bias , Female , Humans , Male , Middle Aged , Retrospective Studies , Sex Factors , United States , United States Department of Veterans Affairs , Veterans Health Services
19.
Ann Am Thorac Soc ; 17(8): 988-997, 2020 08.
Article in English | MEDLINE | ID: mdl-32433897

ABSTRACT

Rationale: Because of improvements in screening, there is an increasing number of patients with early-stage non-small-cell lung cancer (NSCLC) who are making treatment decisions.Objectives: Among patients with suspected stage I NSCLC, we evaluated longitudinal patient-centered outcomes (PCOs) and the association of changes in PCOs with treatment modality, stereotactic body radiotherapy (SBRT) compared with surgical resection.Methods: We conducted a multisite, prospective, observational cohort study at seven medical institutions. We evaluated minimum clinically important differences of PCOs at four time points (during treatment, 4-6 wk after treatment, 6 mo after treatment, and 12 mo after treatment) compared with pretreatment values using validated instruments. We used adjusted linear mixed models to examine whether the association between treatment and European Organization for Research and Treatment of Cancer global and physical quality-of-life (QOL) scales differed over time.Results: We included 127 individuals with stage I NSCLC (53 surgery, 74 SBRT). At 12 months, approximately 30% of patients remaining in each group demonstrated a clinical deterioration on global QOL from baseline. There was a significant difference in slopes between treatment groups on global QOL (-12.86; 95% confidence interval [CI], -13.34 to -12.37) and physical QOL (-28.71; 95% CI, -29.13 to -28.29) between baseline and during treatment, with the steeper decline observed among those who underwent surgery. Differences in slopes between treatment groups were not significant at all other time points.Conclusions: Approximately 30% of patients with stage I NSCLC have a clinically significant decrease in QOL 1 year after SBRT or surgical resection. Surgical resection was associated with steeper declines in QOL immediately after treatment compared with SBRT; however, these declines were not lasting and resolved within a year for most patients. Our results may facilitate treatment option discussions for patients receiving treatment for early-stage NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung/radiotherapy , Carcinoma, Non-Small-Cell Lung/surgery , Lung Neoplasms/radiotherapy , Lung Neoplasms/surgery , Quality of Life , Radiosurgery/methods , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/pathology , Female , Humans , Longitudinal Studies , Lung Neoplasms/pathology , Male , Middle Aged , Neoplasm Staging , Prospective Studies , United States
20.
Contemp Clin Trials ; 90: 105957, 2020 03.
Article in English | MEDLINE | ID: mdl-32061968

ABSTRACT

There are adverse effects associated with long-term opioid therapy (LTOT) for chronic pain and clinicians infrequently adhere to opioid treatment guideline recommendations for reducing risk and mitigating opioid-related harms. The primary goal of the Improving the Safety of Opioid Therapy (ISOT) intervention is to reduce harms related to prescription opioids. Secondary aims focus on enhancing the clinician-patient relationship and not having a negative impact on pain-related outcomes (to be examined through a non-inferiority analysis). The study is a cluster-randomized trial and the 44 primary care providers (PCPs) who enrolled were randomized to receive either (1) a two-hour educational workshop about a patient-centered approach to opioid therapy or (2) the educational workshop plus a collaborative care intervention delivered by a nurse care manager (NCM). Patients were assigned to the same condition as their treating PCP. ISOT was based on the chronic care model and includes patient and provider activation, outcomes monitoring, and feedback to the PCP over 12 months. The NCM conducted a baseline assessment with intervention patients, tracked opioid-related behaviors and outcomes, and provided decision support to the opioid-prescribing clinician about opioid safety. Between June 2016 and October 2018, 293 veterans who were prescribed LTOT for chronic pain were enrolled, completed a baseline assessment, and assigned to a treatment condition. Participants were enrolled for 12 months. Masked assessments were conducted with participants at baseline, 6-months, and 12-months. This manuscript describes study rationale, research methods, and baseline findings.


Subject(s)
Analgesics, Opioid/therapeutic use , Chronic Pain/drug therapy , Health Personnel/education , Primary Health Care/organization & administration , Risk Management/organization & administration , Aged , Analgesics, Opioid/administration & dosage , Analgesics, Opioid/adverse effects , Female , Humans , Male , Middle Aged , Opioid-Related Disorders/prevention & control , Patient-Centered Care , Professional-Patient Relations , Quality of Life , Research Design , Socioeconomic Factors
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