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Chen W, Wang J. Socioeconomic and Demographic Modifiers of Depression's Impact on Emergency Department Utilization: A Stratified Analysis. J Emerg Med 2025; 72:31-45. [PMID: 40069024 DOI: 10.1016/j.jemermed.2024.11.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2024] [Revised: 11/06/2024] [Accepted: 11/16/2024] [Indexed: 05/10/2025]
Abstract
BACKGROUND The emergency department (ED) is often considered the last line of defense for urgent health crises, and people with depression may rely more heavily on ED services to address unexpected issues related to mental health or physical health due to the acute onset of symptoms or a lack of routine medical care. OBJECTIVE This study aims to investigate the association between depressive symptoms and ED utilization and to systematically evaluate the moderating effects of socioeconomic status (SES), gender, and age on this relationship. METHODS The study utilized data from the National Health and Nutrition Examination Survey (NHANES) covering the period from 2005 to 2018, with a final sample of 26,299 adult participants. Depressive symptoms were assessed using the Patient Health Questionnaire-9 (PHQ-9), and ED utilization was categorized based on participants' self-reported medical service use. RESULTS Logistic regression analysis indicated that each 1-point increase in PHQ-9 score was associated with a 6% increase in the likelihood of ED utilization (p < 0.001). The association between depressive symptoms and ED utilization was significantly stronger in women, particularly for those with severe depression (p = 0.021). CONCLUSION This study demonstrates that depressive symptoms are significantly associated with a higher likelihood of ED utilization, with this association strongly moderated by SES, gender, and age. The varying impact of specific depressive symptoms, such as delayed movement or speech and sleep problems, on ED utilization highlights the importance of early intervention and targeted mental health support for high-risk groups to help reduce ED visit frequency.
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Affiliation(s)
- Wei Chen
- Department of emergency, Chengbei Campus, Hangzhou First People's Hospital, Hangzhou 310000, Zhejiang Province, China.
| | - Jingjing Wang
- Department of emergency, Chengbei Campus, Hangzhou First People's Hospital, Hangzhou 310000, Zhejiang Province, China
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Olatunde K, Patton S. Association Between Insomnia and Healthcare Utilization: A Scoping Review of the Literature. Am J Lifestyle Med 2025; 19:403-418. [PMID: 40041311 PMCID: PMC11873877 DOI: 10.1177/15598276231164953] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2025] Open
Abstract
Insomnia is a sleep disorder that affects significant portion of the population. It can result in adverse health outcomes and increased healthcare utilization. The purpose of this review was to identify existing research on the association between insomnia and healthcare utilization. A five-stage scoping review process was conducted guided by the Joanna Briggs Institute process. Data sources searched through 2022 were PubMed, HINARI, Google Scholar and Cochrane, with additional studies identified through hand searching. Descriptive and exploratory analyses were conducted from the findings of the selected studies. After reviewing 124 references, 23 studies were selected. A strong and positive association between insomnia and healthcare utilization and healthcare costs was identified. We also found that insomnia was associated with absenteeism from work, lower work performance ratings, disability, difficulties in daily activities, and life dissatisfaction. An unexpected theme that emerged from the included studies is that there is a large population with persistent insomnia who do not seek help that could benefit from improved management. Findings suggest that identifying and managing insomnia could result in a decrease in healthcare utilization and costs. Further research is needed to determine the most effective methods of identifying and managing insomnia.
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Affiliation(s)
- Kolade Olatunde
- Department of Public Policy/Health Policy, University of Arkansas, Fayetteville, AR, USA
| | - Susan Patton
- Department of Nursing, University of Arkansas, Fayetteville, AR, USA
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Badahdah AM, Khamis F, Aloud N. Evaluation of a Brief Three-Item Insomnia Severity Index (ISI-3) Among Healthcare Workers. Behav Sleep Med 2025; 23:82-91. [PMID: 39367854 DOI: 10.1080/15402002.2024.2412330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/07/2024]
Abstract
OBJECTIVES Sleep disorder is a growing public health concern that requires attentive assessment and treatment. However, the length of assessment tools for sleep disorders, including insomnia, hinders their use in both research and clinical settings. Brief assessment measures expedite assessment time, reducing respondent burden, and save resources, especially in resource-limited settings. METHODS This study investigated the validity and reliability of a short three-item insomnia scale, the Insomnia Severity Index-3 (ISI-3) and established two cutoff scores in a sample of 238 healthcare providers in Oman (45.8% physicians and 54.2% nurses). RESULTS The ISI-3 demonstrated good convergent and divergent validity. The receiver operator characteristic recommended two cutoff scores of > 4 (a sensitivity of 0.87.3 and a specificity of 0.96.4) and > 6 (a sensitivity of 0.96.9 and a specificity of 0.97.1). CONCLUSIONS The ISI-3 is a good assessment index of insomnia, especially when the utilization of the full insomnia index is unfeasible.
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Affiliation(s)
- Abdallah M Badahdah
- School of Psychology, Sociology and Rural Studies, South Dakota State University, Brookings, USA
| | | | - Nasser Aloud
- Department of Sociology and Social Work, Imam Muhammed Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia
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Hweidi IM, Jebreel OH, Alhawatmeh HN, Jarrah MI, Abu-Awwad AA, Hweidi MI. Nursing-Based Sleep Promotion Intervention Effectiveness for Post Cardiac Surgery Patients: Systematic Review. J Clin Nurs 2024; 33:4528-4542. [PMID: 39370540 DOI: 10.1111/jocn.17442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 06/17/2024] [Accepted: 09/01/2024] [Indexed: 10/08/2024]
Abstract
BACKGROUND Sleep is a fundamental prerequisite for physical and mental health. Poor quality of sleep is common among post-cardiac surgery patients and leads to serious health conditions. OBJECTIVE To conduct a systematic review that investigates the effectiveness of eye masks, earplugs and deep-breathing exercise on sleep quality among post-cardiac surgery patients. DESIGN A systematic review of interventional studies was established to meet the PRISMA guidelines. METHODS PRISMA guidelines were used to assess the findings of 11 selected studies that met the inclusion criteria, published between 2007 and 2023 across four databases: CINAHL, JDNR, MEDLINE and PubMed. The search was conducted on 23 November 2023. RESULTS The 11 most eligible studies were analysed. All of them were interventional, encompassing a total of 787 participants. Randomised controlled trials were the most common design. Interventions included eye masks, earplugs and deep-breathing exercises. The Richards-Campbell Sleep Questionnaire was the most used assessment scale. Most of the reviewed studies found that the use of non-pharmacological interventions (eye masks, earplugs and deep-breathing exercise) significantly improves the quality of sleep. These interventions were also found to have potentially positive effects on reducing pain and delirium experienced by patients after undergoing cardiac surgery. CONCLUSIONS Non-pharmacological interventions (eye masks, earplugs and deep-breathing exercise) were found to be cost-effective interventions that could be easily applied in the clinical setting and are effective in improving the quality of sleep among patients after cardiac surgery.
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Affiliation(s)
- Issa M Hweidi
- Adult Health Nursing Department, Faculty of Nursing, Jordan University of Science and Technology, Irbid, Jordan
| | - Omar H Jebreel
- Adult Health Nursing Department, Faculty of Nursing, Jordan University of Science and Technology, Irbid, Jordan
| | - Hossam N Alhawatmeh
- Adult Health Nursing Department, Faculty of Nursing, Jordan University of Science and Technology, Irbid, Jordan
| | - Mohamad I Jarrah
- Department of Internal Medicine, Faculty of Medicine, Jordan University of Science & Technology, Irbid, Jordan
| | - Awwad A Abu-Awwad
- Adult Health Nursing Department, Faculty of Nursing, Jordan University of Science and Technology, Irbid, Jordan
| | - Mohammed I Hweidi
- Faculty of Medicine, Medicine Student, Jordan University of Science & Technology, Irbid, Jordan
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Solomon S, Elbedour L, Meiri G, Michaelovski A, Sadaka Y, Ilan M, Faroy M, Dinstein I, Menashe I. Sleep disturbances are associated with greater healthcare utilization in children with autism spectrum disorder. J Neurodev Disord 2024; 16:29. [PMID: 38849752 PMCID: PMC11157737 DOI: 10.1186/s11689-024-09550-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 05/28/2024] [Indexed: 06/09/2024] Open
Abstract
BACKGROUND Sleep disturbances are frequently reported in children with autism spectrum disorder (ASD) and are associated with the severity of co-occurring symptoms. This study's aim was to examine the extent of healthcare utilization and clinical outcomes associated with sleep disturbances in children with ASD. STUDY DESIGN A retrospective, cross-sectional study of 541 children with ASD from the Azrieli National Center for Autism and Neurodevelopment Research (ANCAN) whose parents completed the Children's Sleep Habits Questionnaire (CSHQ). Children with a total CSHQ score ≥ 48 were defined as having sleep disturbances. Sociodemographic characteristics, ASD diagnostic measures, chronic co-occurring conditions, medication usage, hospitalizations, visits to the emergency room (ER), and visits to specialists were compared in ASD children with and without sleep disturbances. Multivariate logistic regression models were then used to assess the independent association of sleep disturbances with clinical characteristics and healthcare utilization. RESULTS Of the 541 children with ASD, 257 (47.5%) had sleep disturbances. Children with sleep disturbances exhibited higher rates of multiple (≥ 3) co-occurring conditions (19.1% vs. 12.7%; p = 0.0414) and prescribed medications (45.5% vs. 32.7%; p = 0.0031) than other children. Finally, ASD children with sleep disturbances were 1.72 and 2.71 times more likely to visit the ER and be hospitalized than their counterparts (aOR = 1.72; 99%CI = 1.01-2.95; and aOR = 2.71; 99%CI = 1.10-6.67, respectively). CONCLUSIONS Our findings suggest that sleep disturbances are associated with greater healthcare utilization among children with ASD. Further studies could examine whether treating sleep disturbances in children with ASD yields additional clinical benefits beyond improvements in sleep.
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Affiliation(s)
- Shirley Solomon
- Azrieli National Centre for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Leena Elbedour
- Azrieli National Centre for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Department of Epidemiology, Biostatistics, and Community Health Sciences, Ben-Gurion University of the Negev, P.O. Box 653, Beer-Sheva, 84105, Israel
| | - Gal Meiri
- Azrieli National Centre for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Preschool Psychiatric Unit, Soroka University Medical Center, Beer-Sheva, Israel
| | - Analya Michaelovski
- Azrieli National Centre for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Child Development Center, Soroka University Medical Center, Beer-Sheva, Israel
| | - Yair Sadaka
- Azrieli National Centre for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Child Development Center, Ministry of Health, Beer-Sheva, Israel
| | - Michal Ilan
- Azrieli National Centre for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Preschool Psychiatric Unit, Soroka University Medical Center, Beer-Sheva, Israel
| | - Michal Faroy
- Azrieli National Centre for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Preschool Psychiatric Unit, Soroka University Medical Center, Beer-Sheva, Israel
| | - Ilan Dinstein
- Azrieli National Centre for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Psychology Department, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Cognition and Brain Sciences Department, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Zlotowski Center for Neurosciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Idan Menashe
- Azrieli National Centre for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
- Department of Epidemiology, Biostatistics, and Community Health Sciences, Ben-Gurion University of the Negev, P.O. Box 653, Beer-Sheva, 84105, Israel.
- Zlotowski Center for Neurosciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
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Neborak JM, Press VG, Parker WF, Rojas JC, Byron M, Goyal S, Meltzer DO, Mokhlesi B, Arora VM. Association of preadmission insomnia symptoms with objective in-hospital sleep and clinical outcomes among hospitalized patients. J Clin Sleep Med 2024; 20:681-687. [PMID: 38156422 PMCID: PMC11063693 DOI: 10.5664/jcsm.10964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 12/06/2023] [Accepted: 12/07/2023] [Indexed: 12/30/2023]
Abstract
STUDY OBJECTIVES To determine the prevalence of preadmission insomnia symptoms among hospitalized patients and assess the association of insomnia symptoms with objective in-hospital sleep and clinical outcomes. METHODS We conducted a prospective cohort study of medicine inpatients (age ≥ 50, no previously diagnosed sleep disorders). Participants answered the Insomnia Severity Index (ISI) questionnaire to assess for preadmission insomnia symptoms (scored 0-28; higher scores suggest more insomnia symptoms). Sleep duration and efficiency were measured with actigraphy. Participants self-reported 30-day postdischarge readmissions and emergency department and/or urgent care visits. RESULTS Of 568 participants, 49% had ISI scores suggestive of possible undiagnosed insomnia (ISI ≥ 8). Higher ISI scores were associated with shorter sleep duration [β = -2.6, 95% confidence interval (CI) -4.1 to -1.1, P = .001] and lower sleep efficiency (β = -0.39, 95% CI -0.63 to -0.15, P = .001). When adjusted for age, sex, body mass index, and comorbidities, higher ISI scores were associated with longer length of stay (incidence rate ratio 1.01, 95% CI 1.00-1.02, P = .011), increased risk of 30-day readmission (odds ratio 1.04, 95% CI 1.01-1.07, P = .018), and increased risk of 30-day emergency department or urgent care visit (odds ratio 1.04, 95% CI 1.00-1.07, P = .043). CONCLUSIONS Among medicine inpatients, there was a high prevalence of preadmission insomnia symptoms suggestive of possible undiagnosed insomnia. Participants with higher ISI scores slept less with lower sleep efficiency during hospitalization. Higher ISI scores were associated with longer length of stay, increased risk of a 30-day postdischarge readmission, and increased risk of a 30-day postdischarge emergency department or urgent care visit. CITATION Neborak JM, Press VG, Parker WF, et al. Association of preadmission insomnia symptoms with objective in-hospital sleep and clinical outcomes among hospitalized patients. J Clin Sleep Med. 2024;20(5):681-687.
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Affiliation(s)
| | | | | | | | - Max Byron
- University of Chicago Hospitals, Chicago, Illinois
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Kusko DA, Blake J, Williams R. A Narrative Review of the Effects of Mindfulness on Sleep and Hypertension. Curr Hypertens Rep 2024; 26:91-97. [PMID: 37921937 DOI: 10.1007/s11906-023-01279-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/16/2023] [Indexed: 11/05/2023]
Abstract
PURPOSE OF REVIEW The prevalence of both insomnia and hypertension in the general population is vast and the health implications to individuals and society are costly. The current pharmacological treatment options for insomnia and hypertension are limited and patients are becoming increasingly interested in non-pharmacological treatment options. Mindfulness, a disciplined mental training practice rooted in Eastern traditions, has become a widely popular treatment method for multiple chronic health problems. The aim of this paper was to review research on mindfulness-based intervention effects on sleep, insomnia, and hypertension from the past 3 years. Theoretical foundations of mindfulness are discussed. Empirical evidence and potential mechanisms of how mindfulness impacts sleep and hypertension are provided. RECENT FINDINGS Our findings suggest that mindfulness-based interventions are safe and effective for people with insomnia and hypertension. We saw consistent, albeit small to moderate, effects of mindfulness-based interventions on reducing insomnia symptoms, improving sleep quality, and lowering systolic and diastolic blood pressure readings. While mindfulness interventions have shown to be effective for improving sleep and lowering hypertension, future research is needed to further evaluate their efficacy on larger samples of patient populations with long-term follow-up measures. These high-quality studies could help researchers and clinicians identify treatment response tendencies in patient populations which can lead to better tailoring of mindfulness-based interventions for specific health concerns.
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Affiliation(s)
- Daniel A Kusko
- Department of Psychology, University of Alabama at Birmingham, 1300 University Blvd Room 237G, Birmingham, AL, 35233, USA.
| | - Jason Blake
- Department of Psychology, University of Alabama at Birmingham, 1300 University Blvd Room 237G, Birmingham, AL, 35233, USA
| | - Rebecca Williams
- Department of Psychology, University of Alabama at Birmingham, 1300 University Blvd Room 237G, Birmingham, AL, 35233, USA
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Grandner M, Olivieri A, Ahuja A, Büsser A, Freidank M, McCall WV. The burden of untreated insomnia disorder in a sample of 1 million adults: a cohort study. BMC Public Health 2023; 23:1481. [PMID: 37537544 PMCID: PMC10399052 DOI: 10.1186/s12889-023-16329-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 07/18/2023] [Indexed: 08/05/2023] Open
Abstract
BACKGROUND Insomnia disorder is a highly prevalent, significant public health concern associated with substantial and growing health burden. There are limited real-world data assessing the burden of insomnia disorder on daytime functioning and its association with comorbidities. The objective of this study was to leverage large-scale, real-world data to assess the burden of untreated insomnia disorder in terms of daytime impairment and clinical outcomes. METHODS This United States medical claims database study compares patients diagnosed with insomnia disorder but not receiving treatment ('untreated insomnia' cohort) to patients without an insomnia disorder diagnosis and without treatment ('non-insomnia' cohort). International Classification of Disease, Tenth Revision codes were used as a proxy to represent the three symptom domains (Sleepiness, Alert/Cognition, Mood) of the Insomnia Daytime Symptoms and Impacts Questionnaire (IDSIQ), a newly developed and validated tool used in clinical studies to assess daytime functioning in insomnia disorder. Chronic Fatigue (R53.83) and Other Fatigue (R53.83), Somnolence (R40.0) and Disorientation (R41.0) were selected as categories representing one or more IDSIQ domains. Clinical outcomes included cardiovascular events, psychiatric disorders, cognitive impairment and metabolic disorders. RESULTS Approximately 1 million patients were included (untreated insomnia: n = 139,959; non-insomnia: n = 836,975). Compared with the 'non-insomnia' cohort, the 'untreated insomnia' cohort was more likely to experience daytime impairments, with mean differences in occurrences per 100 patient-years for: (a) fatigue, at 27.35 (95% confidence interval [CI] 26.81, 27.77, p < 0.01); (b) dizziness, at 4.66 (95% CI 4.40, 4.90, p < 0.01); (c) somnolence, at 4.18 (95% CI 3.94, 4.43, p < 0.01); and (d) disorientation, at 0.92 (95% CI 0.77, 1.06, p < 0.01). During the 1-year look-back period, patients in the 'untreated insomnia' cohort were also more likely to have been diagnosed with arterial hypertension (40.9% vs. 26.3%), psychiatric comorbidities (40.1% vs. 13.2%), anxiety (29.2% vs. 8.5%), depression (26.1% vs. 8.1%) or obesity (21.3% vs. 11.1%) compared with those in the 'non-insomnia' cohort. CONCLUSIONS This large-scale study confirms the substantial burden of insomnia disorder on patients in a real-world setting, with significant daytime impairment and numerous comorbidities. This reinforces the need for timely insomnia disorder diagnosis and treatments that improve both sleep, as well as daytime functioning.
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Affiliation(s)
- Michael Grandner
- Department of Psychiatry, University of Arizona College of Medicine, Tucson, AZ, USA
| | - Antonio Olivieri
- Idorsia Pharmaceuticals Ltd, Hegenheimermattweg 91, Allschwil, 4123, Switzerland
| | - Ajay Ahuja
- Idorsia Pharmaceuticals US Inc, Radnor, PA, USA
| | - Alexander Büsser
- Idorsia Pharmaceuticals Ltd, Hegenheimermattweg 91, Allschwil, 4123, Switzerland.
| | | | - William V McCall
- Department of Psychiatry and Health Behavior, Medical College of Georgia at Augusta University, Augusta, GA, USA
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Wickwire EM, Juday TR, Gor D, Amari DT, Frech FH. Benzodiazepine Usage, Healthcare Resource Utilization, and Costs Among Older Adults Treated with Common Insomnia Medications: A Retrospective Cohort Study. CLINICOECONOMICS AND OUTCOMES RESEARCH 2023; 15:413-424. [PMID: 37287898 PMCID: PMC10243345 DOI: 10.2147/ceor.s406137] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 05/29/2023] [Indexed: 06/09/2023] Open
Abstract
Background Benzodiazepines are commonly prescribed for insomnia management but are often associated with negative safety outcomes such as falls and abuse, particularly among older adults. Objective The purpose of this real-world study was to compare the impact of benzodiazepines, low-dose trazodone, and zolpidem immediate release (IR) on healthcare resource utilization (HCRU), and costs among older adults (age ≥ 65 years) with insomnia in the US. Methods Using the IBM MarketScan Medicare Supplemental Database, older adults with >1 physician-assigned diagnosis of insomnia and treated with benzodiazepines were matched 1:1 on age, sex, and index-date to individuals treated with trazodone, and separately matched 1:1 on age and sex, to individuals treated with zolpidem immediate release (IR). Between-groups differences were analyzed using general linear models (GLMs) that controlled for multiple confounders. Results Significant between-groups differences in HCRU and costs were observed such that relative to zolpidem IR and separately relative to low-dose trazodone, benzodiazepines were consistently associated with worsened outcomes. Conclusion These findings build upon and extend prior knowledge on the negative impact of benzodiazepines and suggest directions for future research.
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Affiliation(s)
- Emerson M Wickwire
- Sleep Disorders Center, Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Timothy R Juday
- Health Economics & Outcomes Research, US Medical Affairs, Eisai Inc., Nutley, NJ, USA
| | - Deval Gor
- Real-World Evidence, Genesis Research, Hoboken, NJ, USA
| | - Diana T Amari
- Real-World Evidence, Genesis Research, Hoboken, NJ, USA
| | - Feride H Frech
- Health Economics & Outcomes Research, US Medical Affairs, Eisai Inc., Nutley, NJ, USA
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Qin Q, Veazie P, Temkin-Greener H, Makineni R, Cai S. Racial/Ethnic Differences in Risk Factors Associated With Severe COVID-19 Among Older Adults With ADRD. J Am Med Dir Assoc 2023; 24:855-861.e7. [PMID: 37015322 PMCID: PMC9995316 DOI: 10.1016/j.jamda.2023.02.111] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 02/27/2023] [Accepted: 02/28/2023] [Indexed: 03/11/2023]
Abstract
OBJECTIVE To examine racial/ethnic differences in risk factors, and their associations with COVID-19-related outcomes among older adults with Alzheimer's disease and related dementias (ADRD). DESIGN Observational study. SETTING AND PARTICIPANTS National Medicare claims data and the Minimum Data Set 3.0 from April 1, 2020, to December 31, 2020, were linked in this study. We included community-dwelling fee-for-service Medicare beneficiaries with ADRD, diagnosed with COVID-19 between April 1, 2020, and December 1, 2020 (N = 138,533). METHODS Two outcome variables were defined: hospitalization within 14 days and death within 30 days of COVID-19 diagnosis. We obtained information on individual sociodemographic characteristics, chronic conditions, and prior health care utilization based on the Medicare claims and the Minimum Dataset. Machine learning methods, including lasso regression and discriminative pattern mining, were used to identify risk factors in racial/ethnic subgroups (ie, White, Black, and Hispanic individuals). The associations between identified risk factors and outcomes were evaluated using logistic regression and compared across racial/ethnic subgroups using the coefficient comparison approach. RESULTS We found higher risks of COVID-19-related outcomes among Black and Hispanic individuals. The areas under the curve of the models with identified risk factors were 0.65 to 0.68 for mortality and 0.61 to 0.62 for hospitalization across racial/ethnic subgroups. Although some identified risk factors (eg, age, gender) for COVID-19-related outcomes were common among all racial/ethnic subgroups, other risk factors (eg, hypertension, obesity) varied by racial/ethnic subgroups. Furthermore, the associations between some common risk factors and COVID-19-related outcomes also varied by race/ethnicity. Being male was related to 138.2% (95% CI: 1.996-2.841), 64.7% (95% CI: 1.546-1.755), and 37.1% (95% CI: 1.192-1.578) increased odds of death among Hispanic, White, and Black individuals, respectively. In addition, the racial/ethnic disparity in COVID-19-related outcomes could not be completely explained by the identified risk factors. CONCLUSIONS AND IMPLICATIONS Racial/ethnic differences were detected in the likelihood of having COVID-19-related outcomes, specific risk factors, and relationships between specific risk factors and COVID-19-related outcomes. Future research is needed to elucidate the reasons for these differences.
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Affiliation(s)
- Qiuyuan Qin
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, NY, USA.
| | - Peter Veazie
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Helena Temkin-Greener
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Rajesh Makineni
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Shubing Cai
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, NY, USA
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Luyster FS, Boudreaux-Kelly MY, Bon JM. Insomnia in chronic obstructive pulmonary disease and associations with healthcare utilization and costs. Respir Res 2023; 24:93. [PMID: 36964552 PMCID: PMC10039604 DOI: 10.1186/s12931-023-02401-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 03/16/2023] [Indexed: 03/26/2023] Open
Abstract
Insomnia has been linked to adverse chronic obstructive pulmonary disease (COPD) outcomes including exacerbations, yet its impact on COPD-related healthcare utilization and costs is unknown. In this study, we investigated the associations between insomnia and healthcare utilization and costs in patients with COPD. A retrospective cohort of veterans with COPD were identified from national Veterans Affairs administration data for fiscal years 2012-2017. Insomnia was operationalized as having an insomnia diagnosis based on International Classification of Disease codes or having a prescription of > 30 doses of a sedative-hypnotic medication in a given fiscal year. The index date for insomnia was the first date when dual criteria for COPD and insomnia was met. The index date for those without insomnia was set as the COPD index date. Our primary outcomes were 1-year healthcare utilization and costs related to outpatient visits and hospitalizations after index date. COPD-related healthcare utilization variables included number of prescription fills of corticosteroids and/or antibiotics and outpatient visits and hospitalizations with a primary diagnosis of COPD. Out of 1,011,646 patients (96% men, mean age 68.4 years) diagnosed with COPD, 407,363 (38.8%) had insomnia. After adjustment for confounders, insomnia was associated with higher rates of outpatient visits, hospitalizations, and fills for corticosteroids and/or antibiotics, longer hospital length of stay, and $10,344 higher hospitalization costs in the 12 months after index date. These findings highlight the importance of insomnia as a potentially modifiable target for reducing the burden of COPD on patients and healthcare systems.
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Affiliation(s)
- Faith S Luyster
- School of Nursing, University of Pittsburgh, 3500 Victoria St, 415 Victoria Building, Pittsburgh, PA, 15241, USA.
- VA Pittsburgh Healthcare System, Pittsburgh, PA, USA.
| | | | - Jessica M Bon
- VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh, School of Medicine, Pittsburgh, PA, USA
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Mahmood A, Kedia S, Dobalian A, Chang CF, Ahn S. Longitudinal associations between time-varying insomnia symptoms and all-cause health care services utilization among middle-aged and older adults in the United States. Health Serv Res 2022; 57:1247-1260. [PMID: 35344596 PMCID: PMC9643080 DOI: 10.1111/1475-6773.13971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 03/01/2022] [Accepted: 03/03/2022] [Indexed: 01/25/2023] Open
Abstract
OBJECTIVE To examine longitudinal associations between time-varying insomnia symptoms (difficulty initiating sleep, difficulty maintaining sleep, early-morning awakenings, and nonrestorative sleep) and all-cause health care services utilization (HSU), including overnight hospital stays, nursing home stays, and home health care services among middle-aged and older adults. DATA SOURCES The Health and Retirement Study (HRS), a nationwide, population-representative survey of primarily middle-aged and older adults in the United States. STUDY DESIGN This study is an analysis of prospective data from the HRS for a cohort of 13,168 adults (aged ≥50 years; females = 57.7%). Study participants were followed for 16 years. This study focuses on the associations between time-varying insomnia symptoms, both cumulatively and independently, and repeated HSUs. A marginal structural modeling approach was used to capture time-varying biological, psycho-cognitive, and behavioral health factors, and to adjust for selection bias such as differential loss to follow-up. Generalized estimating equations were employed to compute average marginal effects and their 95% confidence intervals. DATA COLLECTION/EXTRACTION METHODS We extracted longitudinal data from 2002 through 2018 waves of the HRS. PRINCIPAL FINDINGS Experiencing higher numbers of insomnia symptoms on a cumulative scale was associated with higher probabilities of HSU. For instance, the likelihood of overnight hospital stays for individuals reporting one symptom increased from 4.7 percentage points on average (95% CI: 3.7-5.6, p < 0.001), to 13.9 percentage points (95% CI: 10.3-17.5, p < 0.001) for those reporting four symptoms, relative to individuals experiencing no insomnia symptoms. Further, experiencing each of difficulty initiating and maintaining sleep, and nonrestorative sleep, as standalone symptoms, was associated with a higher likelihood of HSU when compared to those not experiencing the symptoms. CONCLUSIONS The results demonstrate the potential consequences and adverse impacts of insomnia symptoms on HSU among middle-aged and older adults. Future investigations should focus on the underlying causes and health systems pathways linking insomnia symptoms to HSU.
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Affiliation(s)
- Asos Mahmood
- Division of Health Systems Management and Policy, School of Public HealthUniversity of MemphisMemphisTennesseeUSA
| | - Satish Kedia
- Division of Social and Behavioral Sciences, School of Public HealthUniversity of MemphisMemphisTennesseeUSA
| | - Aram Dobalian
- Division of Health Systems Management and Policy, School of Public HealthUniversity of MemphisMemphisTennesseeUSA
| | - Cyril F. Chang
- Fogelman College of Business and EconomicsUniversity of MemphisMemphisTennesseeUSA
| | - SangNam Ahn
- Division of Health Systems Management and Policy, School of Public HealthUniversity of MemphisMemphisTennesseeUSA
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Kuzmik A, Boltz M, BeLue R, Galvin JE, Arendacs R, Resnick B. Factors Associated With Sleep Quality in Hospitalized Persons With Dementia. Alzheimer Dis Assoc Disord 2022; 36:253-258. [PMID: 36001764 PMCID: PMC9426998 DOI: 10.1097/wad.0000000000000502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 01/25/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Factors associated with sleep quality have not been well examined in hospitalized older persons with dementia, who are at high risk for impaired sleep. The aim was to identify factors associated with sleep quality among hospitalized persons with dementia. METHODS This secondary analysis used baseline data from a cluster randomized trial. Factors examined included delirium severity, pain, depression, behavioral and psychological symptoms of dementia (BPSD), and daytime physical activity. Multiple stepwise linear regressions evaluated factors related to dimensions of sleep quality (sleep duration, efficiency, latency, and fragmentation; measured by the MotionWatch 8). RESULTS Increased daytime physical activity was associated with higher sleep duration [β=0.164; 95% confidence interval (CI), 0.111-0.717; P=0.008; 7.7% variance] and sleep efficiency (β=0.158; 95% CI, 0.020-0.147; P=0.010; 5.4% variance), and less sleep fragmentation (β=-0.223; 95% CI, -0.251 to -0.077; P<0.001; 10.4% variance). Higher BPSD was significantly associated with prolonged sleep latency (β=0.130; 95% CI, 0.098-2.748; P=0.035; 3.7% variance). CONCLUSION Results suggest the need to encourage daytime physical activity and reduce or manage BPSD to improve sleep quality among hospitalized persons with dementia.
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Affiliation(s)
- Ashley Kuzmik
- College of Nursing, Pennsylvania State University, University Park, PA
| | - Marie Boltz
- College of Nursing, Pennsylvania State University, University Park, PA
| | - Rhonda BeLue
- St. Louis University, Salus Center, St. Louis, MO
| | - James E Galvin
- Comprehensive Center for Brain Health, University of Miami Miller School of Medicine, Boca Raton, FL
| | - Rachel Arendacs
- College of Nursing, Pennsylvania State University, University Park, PA
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Insomnia in older adult females is highly associated with metabolic syndrome. Eur Geriatr Med 2021; 13:203-212. [PMID: 34291420 DOI: 10.1007/s41999-021-00543-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Accepted: 07/15/2021] [Indexed: 12/14/2022]
Abstract
PURPOSE The aim of this study is to investigate the relationships between insomnia and metabolic syndrome among Taiwanese older adults. METHODS This cross-sectional study enrolled participants aged over 60 years from outpatient clinics between July and September 2018. Demographic characteristics of all participants and questionnaire data for sleep duration, use of hypnotic agents, baseline activities of daily living, 5 items of the geriatric depression scale, comorbidities, medications, and risk of obstructive sleep apnea were obtained. Insomnia was defined by scores of questionnaires of the Chinese version of the Athens Insomnia Scale higher or equal to 6 points. Metabolic syndrome was diagnosed according to criteria of the National Cholesterol Education Program Adult Treatment Panel III. Multivariable forward stepwise logistic regression analysis was applied to investigate independent associations between insomnia and metabolic syndrome before and after stratifying by gender. RESULTS Among the 336 participants (mean age 74.9 ± 8.5 years, female 49.1%), 63.1% participants had metabolic syndrome, with significantly higher prevalence among females than males (males 56.7%; females 69.7%). Participants with metabolic syndrome had higher rates of insomnia (34.0% vs. 21.8%, P = 0.018). The significant associations between insomnia and metabolic syndrome disappeared after adjusting for all covariates. However, insomnia was independently associated with metabolic syndrome in older females (adjusted OR 2.614, 95% CI 1.011-6.763, P = 0.048) after adjusting for all covariates. CONCLUSIONS Insomnia is significantly associated with metabolic syndrome among older female adults. These findings suggest that gender may play a role in the pathogenesis of insomnia and metabolic syndrome in older adults.
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