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Kumar RG, Pomeroy ML, Ornstein KA, Juengst SB, Wagner AK, Reckrey JM, Lercher K, Dreer LE, Evans E, de Souza NL, Dams-O'Connor K. Home, but Homebound After Traumatic Brain Injury: Risk Factors and Associations With Nursing Home Entry and Death. Arch Phys Med Rehabil 2025; 106:517-526. [PMID: 39374687 PMCID: PMC11968243 DOI: 10.1016/j.apmr.2024.09.012] [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: 05/06/2024] [Revised: 09/12/2024] [Accepted: 09/16/2024] [Indexed: 10/09/2024]
Abstract
OBJECTIVE To examine risk factors associated with homeboundness 1-year after traumatic brain injury (TBI) and to explore associations between homebound status and risk of future mortality and nursing home entry. DESIGN Secondary analysis of a longitudinal prospective cohort study. SETTING TBI Model Systems centers. PARTICIPANTS Community-dwelling TBI Model Systems participants (n=6595) who sustained moderate-to-severe TBI between 2006 and 2016, and resided in a private residence 1-year postinjury. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Homebound status (leaving home ≤1-2d per week), 5-year mortality, and 2- or 5-year nursing home entry. RESULTS In our sample, 14.2% of individuals were homebound 1-year postinjury, including 2% who never left home. Older age, having less than a bachelor's degree, Medicaid insurance, living in the Northeast or Midwest, dependence on others or special services for transportation, unemployment or retirement, and needing assistance for locomotion, bladder management, and social interactions at 1-year postinjury were associated with being homebound. After adjustment for potential confounders and an inverse probability weight for nonrandom attrition bias, being homebound was associated with a 1.69-times (95% confidence interval, 1.35-2.11) greater risk of 5-year mortality, and a nonsignificant but trending association with nursing home entry by 5 years postinjury (RR=1.90; 95% confidence interval, 0.94-3.87). Associations between homeboundness and mortality were consistent by age subgroup (±65y). CONCLUSIONS The negative long-term health outcomes among persons with TBI who rarely leave home warrants the need to re-evaluate home discharge as unequivocally positive. The identified risk factors for homebound status, and its associated negative long-term outcomes, should be considered when preparing patients and their families for discharge from acute and postacute rehabilitation care settings. Addressing modifiable risk factors for homeboundness, such as accessible public transportation options and home care to address mobility, could be targets for individual referrals and policy intervention.
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Affiliation(s)
- Raj G Kumar
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, New York.
| | - Mary Louise Pomeroy
- Center for Equity in Aging, School of Nursing, Johns Hopkins University, Baltimore, Maryland
| | - Katherine A Ornstein
- Center for Equity in Aging, School of Nursing, Johns Hopkins University, Baltimore, Maryland
| | - Shannon B Juengst
- Brain Injury Research Center, TIRR Memorial Hermann, Houston, Texas; Department of Physical Medicine and Rehabilitation, University of Texas Health Science Center at Houston, Houston, Texas
| | - Amy K Wagner
- Departments of Physical Medicine & Rehabilitation and Neuroscience, Safar Center for Resuscitation Research, Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jennifer M Reckrey
- Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Kirk Lercher
- Department of Physical Medicine and Rehabilitation, New Jersey Medical School, Kessler Institute for Rehabilitation, Rutgers University, West Orange, New Jersey
| | - Laura E Dreer
- Departments of Ophthalmology & Visual Sciences & Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, Alabama
| | - Emily Evans
- Department of Physical Therapy, Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, Massachusetts
| | - Nicola L de Souza
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Kristen Dams-O'Connor
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, New York; Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York
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Kumar RG, Evans E, Albrecht JS, Gardner RC, Dams-O'Connor K, Thomas KS. Healthy Days at Home Among Older Medicare Beneficiaries With Traumatic Brain Injury Requiring Inpatient Rehabilitation. J Head Trauma Rehabil 2024; 39:E442-E452. [PMID: 38598697 PMCID: PMC11387144 DOI: 10.1097/htr.0000000000000954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Abstract
OBJECTIVE The objectives of this study were to characterize and identify correlates of healthy days at home (HDaH) before and after TBI requiring inpatient rehabilitation. SETTING Inpatient hospital, nursing home, and home health services. PARTICIPANTS Average of n = 631 community-dwelling fee-for-service age 66+ Medicare beneficiaries across 30 replicate samples who were hospitalized for traumatic brain injury (TBI) between 2012 and 2014 and admitted to an inpatient rehabilitation facility (IRF) within 72 hours of hospital discharge. DESIGN Retrospective study using data from Medicare claims supplemented with data from the National Trauma Databank. MAIN MEASURES The primary outcome, HDaH, was calculated as time alive not using inpatient hospital, nursing home, and home health services in the year before TBI hospitalization and after IRF discharge. RESULTS We found HDaH declined from 93.2% in the year before TBI hospitalization to 65.3% in the year after IRF discharge (73.6% among survivors only). Most variability in HDaH was: (1) in the first 3 months after discharge and (2) by discharge disposition, with persons discharged from IRF to another acute hospital having the worst prognosis for utilization and death. In negative binomial regression models, the strongest predictors of HDaH in the year after discharge were rehabilitation Functional Independence Measure mobility score ( β = 0.03; 95% CI, 0.002-0.06) and inpatient Charlson Comorbidity Index score ( β = - 0.06; 95% CI, -0.13 to 0.001). Dual Medicaid eligible was associated with less HDaH among survivors ( β = - 0.37; 95% CI, -0.66 to -0.07). CONCLUSION In this study, among community-dwelling older adults with TBI, we found a notable decrease in the proportion of time spent alive at home without higher-level care after IRF discharge compared to before TBI. The finding that physical disability and comorbidities were the biggest drivers of healthy days alive in this population suggests that a chronic disease management model is required for older adults with TBI to manage their complex health care needs.
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Affiliation(s)
- Raj G Kumar
- Author Affiliation :Department of Rehabilitation and Human Performance (Drs Kumar and Dams-O'Connor), Department of Neurology (Dr Dams-O'Connor), Icahn School of Medicine at Mount Sinai, New York, New York; Department of Physical Therapy (Dr Evans), College of Health and Rehabilitation Sciences: Sargent College, Boston University, Boston, Massachusetts; Department of Epidemiology and Public Health (Dr Albrecht), University of Maryland School of Medicine, Baltimore, Maryland; Joseph Sagol Neuroscience Center (Dr Gardner), Sheba Medical Center, Ramat Gan, Israel; and Department of Health Services, Policy, and Practice (Dr Thomas), Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island
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Pappadis MR, Malagaris I, Kuo YF, Leland N, Freburger J, Goodwin JS. Care patterns and predictors of community residence among older patients after hospital discharge for traumatic brain injury. J Am Geriatr Soc 2023; 71:1806-1818. [PMID: 36840390 PMCID: PMC10330166 DOI: 10.1111/jgs.18308] [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: 06/06/2022] [Revised: 12/27/2022] [Accepted: 12/31/2022] [Indexed: 02/26/2023]
Abstract
BACKGROUND An increasing number of older adults with traumatic brain injury (TBI) require hospitalization, but it is unknown whether they return to their community following discharge. We examined community residence following acute hospital discharge for TBI in Texas and identified factors associated with 90-day community residence and readmission. METHODS We conducted a retrospective cohort study using 100% Texas Medicare claims data of patients older than 65 years hospitalized for a TBI from January 1, 2014, through December 31, 2017, and followed for 20 weeks after discharge. Discharges to short-term and long-term acute hospital, inpatient rehabilitation facility (IRF), skilled nursing facility (SNF), long-term nursing home (NH), and hospice were identified. The primary outcome was 90-day community residence. Our secondary outcome was 90-day, all-cause readmission. RESULTS In Texas, 26,985 Medicare fee-for-service patients were hospitalized for TBI (Racial and ethnic minorities: 21.1%; Females 57.3%). At 90 days and 20 weeks following discharge, 80% and 84% were living in the community respectively. Female sex (OR = 1.16 [1.08-1.25]), Hispanic ethnicity (OR = 2.01 [1.80-2.25]), "other" race (OR = 2.19 [1.73-2.77]), and prior primary care provider (PCP; OR = 1.51 [1.40-1.62]) were associated with increased likelihood of 90-day community residence. Patients aged 75+, prior NH residence, dual eligibility, prior TBI diagnosis, and moderate-to-severe injury severity were associated with decreased likelihood of 90-day community residence. Being non-Hispanic Black (HR = 1.33 [1.20-1.46]), discharge to SNF (HR = 1.56 [1.48-1.65]) or IRF (HR = 1.49 [1.40-1.59]), having prior PCP (HR = 1.23 [1.17-1.30]), dual eligibility (HR = 1.11 [1.04-1.18]), and prior TBI diagnosis (HR = 1.05 [1.01-1.10]) were associated with increased risk of 90-day readmission. Female sex and "other" race were associated with decreased risk of 90-day readmission. CONCLUSIONS Most older adults with TBI return to the community following hospital discharge. Disparities exist in returning to the community and in risk of 90-day readmission following hospital discharge. Future studies should explore how having a PCP influences post-hospital outcomes in chronic care management of older patients with TBI.
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Affiliation(s)
- Monique R. Pappadis
- Department of Population Health and Health Disparities, School of Public and Population Health, University of Texas Medical Branch (UTMB) at Galveston, Galveston, TX, USA
- Sealy Center on Aging, UTMB, Galveston, TX, USA
| | - Ioannis Malagaris
- Department of Biostatistics and Data Science, School of Public and Population Health, UTMB, Galveston, TX, USA
| | - Yong-Fang Kuo
- Sealy Center on Aging, UTMB, Galveston, TX, USA
- Department of Biostatistics and Data Science, School of Public and Population Health, UTMB, Galveston, TX, USA
| | - Natalie Leland
- Department of Occupational Therapy, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA
| | - Janet Freburger
- Department of Physical Therapy, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA
| | - James S. Goodwin
- Sealy Center on Aging, UTMB, Galveston, TX, USA
- Department of Internal Medicine, Division of Geriatrics, School of Medicine, UTMB, Galveston, TX
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Cumal A, Colella TJF, Puts MT, Sehgal P, Robertson S, McGilton KS. The impact of facility-based transitional care programs on function and discharge destination for older adults with cognitive impairment: a systematic review. BMC Geriatr 2022; 22:854. [PMID: 36372872 PMCID: PMC9661763 DOI: 10.1186/s12877-022-03537-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 10/14/2022] [Indexed: 11/15/2022] Open
Abstract
Abstract
Background
Older adults with cognitive impairment are frequently hospitalized and discharged to facility-based transitional care programs (TCPs). However, it is unknown whether TCPs are effective in improving their functional status and promoting discharge home rather than to long-term care. The aims of this systematic review were to examine the effectiveness of facility-based TCPs on functional status, patient and health services outcomes for older adults (≥ 65 years) with cognitive impairment and to determine what proportion post TCP are discharged home compared to long-term care.
Methods
The Joanna Briggs Institute Critical Appraisal Manual for Evidence Synthesis was used to guide the methodology for this review. The protocol was published in PROSPERO (registration number CRD42021257870). MEDLINE, CINAHL, PsycINFO, the Cochrane Library, and EMBASE databases, and ClinicalTrials.gov and the World Health Organization Trials Registry were searched for English publications. Studies that met the following criteria were included: community-dwelling older adults ≥ 65 years who participated in facility-based TCPs and included functional status and/or discharge destination outcomes. Studies with participants from nursing homes and involved rehabilitation programs or transitional care in the home or in acute care, were excluded. Risk of bias was assessed using the Joanna Briggs Institute Critical Appraisal Checklists. Results are in narrative form.
Results
Twenty-two studies (18 cohort and four cross sectional studies) involving 4,013,935 participants met inclusion criteria. The quality of the studies was mostly moderate to good. Improvement in activities of daily living (ADLs) was reported in eight of 13 studies. Between 24.4%-68% of participants were discharged home, 20–43.9% were hospitalized, and 4.1–40% transitioned to long-term care. Review limitations included the inability to perform meta-analysis due to heterogeneity of outcome measurement tools, measurement times, and patient populations.
Conclusions
Facility-based TCPs are associated with improvements in ADLs and generally result in a greater percentage of participants with cognitive impairment going home rather than to long-term care. However, gains in function were not as great as for those without cognitive impairment. Future research should employ consistent outcome measurement tools to facilitate meta-analyses. The level of evidence is level III-2 according to the National Health and Medical Research Council for cohort and cross-sectional studies.
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Successful Community Discharge Among Older Adults With Traumatic Brain Injury Admitted to Inpatient Rehabilitation Facilities. Arch Rehabil Res Clin Transl 2022; 4:100241. [PMID: 36545522 PMCID: PMC9761303 DOI: 10.1016/j.arrct.2022.100241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Objective To identify admission characteristics that predict a successful community discharge from an inpatient rehabilitation facility (IRF) among older adults with traumatic brain injury (TBI). Design In a retrospective cohort study, we leveraged probabilistically linked Medicare Administrative, IRF-Patient Assessment Instrument, and National Trauma Data Bank data to build a parsimonious logistic model to identify characteristics associated with successful discharge. Multiple imputation methods were used to estimate effects across linked datasets to account for potential data linkage errors. Setting Inpatient Rehabilitation Facilities in the U.S. Participants The sample included a mean of 1060 community-dwelling adults aged 66 years and older across 30 linked datasets (N=1060). All were hospitalized after TBI between 2011 and 2015 and then admitted to an IRF. The mean age of the sample was 79.7 years, and 44.3% of the sample was women. Interventions Not applicable. Main Outcome Measures Successful discharge home. Results Overall, 64.6% of the sample was successfully discharged home. A logistic model including 4 predictor variables: Functional Independence Measure motor (FIM-M) and cognitive (FIM-C) scores, pre-injury chronic conditions, and pre-injury living arrangement, that were significantly associated with successful discharge, resulted in acceptable discrimination (area under the curve: 0.76, 95% confidence interval [CI]: 0.72-0.81). Higher scores on the FIM-M (odds ratio [OR]:1.07, 95% CI: 1.05-1.09) and FIM-C (OR: 1.05, 95% CI: 1.02-1.08) were associated with greater odds of successful discharge, whereas living alone vs with others (OR: 0.46, 95% CI: 0.30-0.71) and a greater number of chronic conditions (OR: 0.94, 95% CI: 0.90-0.99) were associated with lower odds of successful discharge. Conclusions The results provide a parsimonious model for predicting successful discharge among older adults admitted to an IRF after a TBI-related hospitalization and provide clinically useful information to inform discharge planning.
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Gozalo PL, Inrator O, Phibbs CS, Kinosian B, Allen SM. Successful Discharge of Short Stay Veterans from VA Community Living Centers. J Aging Soc Policy 2022; 34:690-706. [PMID: 35959862 DOI: 10.1080/08959420.2022.2111169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
Abstract
The Veterans Health Administration (VHA) long-term care rebalancing initiative encouraged VA Community Living Centers (CLCs) to shift from long-stay custodial-focused care to short-stay skilled and rehabilitative care. Using all VA CLC admissions during 2007-2010 categorized as needing short-stay rehabilitation or skilled nursing care, we assessed the patient and facility rates of successful discharge to the community (SDC) of these short-stay Veterans. We found large variation in inter- as well as intra- facility SDC rates across the rehabilitation and skilled nursing short-stay cohorts. We discuss how our results can help guide VHA policy directed at delivering high-quality short-stay CLC care for Veterans.
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Affiliation(s)
- Pedro L Gozalo
- Research Health Scientist, U.S. Department of Veterans Affairs Medical Center, Center of Innovation in Long-Term Services and Supports, Providence, Rhode Island, USA.,Professor, Center for Gerontology and Health Care Research, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Orna Inrator
- Professor, Department of Public Health Sciences, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA.,Research Health Scientist, Geriatrics & Extended Care Data & Analysis Center (GEC DAC), Canandaigua VA Medical Center, Canandaigua, New York, USA
| | - Ciaran S Phibbs
- Research Health Scientist, Health Economics Resource Center, Palo Alto VA Health Care System, Palo Alto, California, USA.,Associate Professor, Center for Innovation to Implementation, Stanford University School of Medicine, Palo Alto, California, USA.,Research Health Scientist, Geriatrics and Extended Care Data and Analysis Center, Palo Alto VA Health Care System, Palo Alto, California, USA
| | - Bruce Kinosian
- Associate Professor, Division of Geriatrics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Research Health Scientist, Geriatrics & Extended Care Data & Analysis Center (GEC DAC), Corporal Michael Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania, USA
| | - Susan M Allen
- Research Health Scientist, U.S. Department of Veterans Affairs Medical Center, Center of Innovation in Long-Term Services and Supports, Providence, Rhode Island, USA.,Professor, Center for Gerontology and Health Care Research, Brown University School of Public Health, Providence, Rhode Island, USA
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Evans E, Krebill C, Gutman R, Resnik L, Zonfrillo MR, Lueckel SN, Zhang W, Kumar RG, Dams-O'Connor K, Thomas KS. Functional motor improvement during inpatient rehabilitation among older adults with traumatic brain injury. PM R 2021; 14:417-427. [PMID: 34018693 DOI: 10.1002/pmrj.12644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 04/21/2021] [Accepted: 05/07/2021] [Indexed: 11/07/2022]
Abstract
BACKGROUND Older adults comprise an increasingly large proportion of patients with traumatic brain injury (TBI) receiving care in inpatient rehabilitation facilities (IRF). However, high rates of comorbidities and evidence of declining preinjury health among older adults who sustain TBI raise questions about their ability to benefit from IRF care. OBJECTIVES To describe the proportion of older adults with TBI who exhibited minimal detectable change (MDC) and a minimally clinically important difference (MCID) in motor function from IRF admission to discharge; and to identify characteristics associated with clinically meaningful improvement in motor function and better discharge functional status. DESIGN This retrospective cohort study used Medicare administrative data probabilistically linked to the National Trauma Data Bank to estimate the proportion of patients whose motor function improved during inpatient rehabilitation and identify factors associated with meaningful improvement in motor function and motor function at discharge. SETTING Inpatient rehabilitation facilities in the United States. PATIENTS Fee-for-service Medicare beneficiaries with TBI. MAIN OUTCOME MEASURES Minimal Detectable Change (MDC) and Minimally Clinically Important Difference (MCID) in the Functional Independence Measure motor (FIM-M) score from admission to discharge, and FIM-M score at IRF discharge. RESULTS From IRF admission to discharge 84% of patients achieved the MDC threshold, and 68% of patients achieved the MCID threshold for FIM-M scores. Factors associated with a higher probability of achieving the MCID for FIM-M scores included better admission motor and cognitive function, lower comorbidity burden, and a length of stay longer than 10 days but only among individuals with lower admission motor function. Older age was associated with a lower FIM-M discharge score, but not the probability of achieving the MCID in FIM-M score. CONCLUSION Older adults with TBI have the potential to improve their motor function with IRF care. Baseline functional status and comorbidity burden, rather than acute injury severity, should be used to guide care planning.
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Affiliation(s)
- Emily Evans
- Department of Health Services, Policy and Practice, Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Cicely Krebill
- Warren Alpert School of Medicine of Brown University, Providence, Rhode Island, USA
| | - Roee Gutman
- Department of Biostatistics, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Linda Resnik
- Department of Health Services, Policy and Practice, Center for Gerontology and Healthcare Research, Brown University School of Public Health and Providence VA Medical Center, Providence, Rhode Island, USA
| | - Mark R Zonfrillo
- Departments of Emergency Medicine and Pediatrics, Warren Alpert School of Medicine of Brown University, Providence, Rhode Island, USA
| | - Stephanie N Lueckel
- Division of Acute Care Surgery and Surgical Critical Care, Rhode Island Hospital, Warren Alpert School of Medicine of Brown University, Providence, Rhode Island, USA
| | - Wenhan Zhang
- Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Raj G Kumar
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Kristen Dams-O'Connor
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, USA
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Kali S Thomas
- Department of Health Services, Policy and Practice, Center for Gerontology and Healthcare Research, Brown University School of Public Health and Providence VA Medical Center, Providence, Rhode Island, USA
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