Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Implementation status of postoperative rehabilitation for older patients with hip fracture in Kyoto City, Japan: A population-based study using medical and long-term care insurance claims data

  • Kosuke Sasaki ,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing

    sasaki.kosuke.u73@kyoto-u.jp

    Affiliation Department of Health Informatics, School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan

  • Yoshimitsu Takahashi,

    Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

    Affiliation Department of Health Informatics, School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan

  • Mayumi Toyama,

    Roles Funding acquisition, Writing – review & editing

    Affiliation Department of Health Informatics, School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan

  • Hiroaki Ueshima,

    Roles Writing – review & editing

    Affiliation Center for Innovative Research and Education in Data Science, Institute for Liberal Arts and Sciences, Kyoto University, Kyoto, Japan

  • Tomoko Ohura,

    Roles Writing – review & editing

    Affiliations Department of Health Informatics, School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan, Evidence-based Long-term Care Team, Center for Gerontology and Social Science, Research Institute, National Center for Geriatrics and Gerontology, Obu, Aichi, Japan

  • Satoe Okabayashi,

    Roles Writing – review & editing

    Affiliation Agency for Health, Safety and Environment, Kyoto University, Kyoto, Japan

  • Tomonari Shimamoto,

    Roles Writing – review & editing

    Affiliation Department of Preventive Services, School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan

  • Yukiko Tateyama,

    Roles Writing – review & editing

    Affiliation Department of Preventive Services, School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan

  • Hiroko Ikeuchi,

    Roles Writing – review & editing

    Affiliation Department of Preventive Services, School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan

  • Junichi Murakami,

    Roles Writing – review & editing

    Affiliation Department of Orthopaedic Surgery, Kyoto Min-iren Chuo Hospital, Kyoto, Japan

  • Noriko Furuita,

    Roles Writing – review & editing

    Affiliation Department of Obstetrics and Gynecology, Kyoto Min-iren Chuo Hospital, Kyoto, Japan

  • Genta Kato,

    Roles Resources, Writing – review & editing

    Affiliation Department of Hospital Ward Management, Kyoto University Hospital, Kyoto, Japan

  • Taku Iwami,

    Roles Project administration, Resources, Supervision, Writing – review & editing

    Affiliation Department of Preventive Services, School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan

  • Takeo Nakayama

    Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

    Affiliation Department of Health Informatics, School of Public Health, Graduate School of Medicine, Kyoto University, Kyoto, Japan

Abstract

Continuing rehabilitation after hip fractures is recommended to improve physical function and quality of life. However, the long-term implementation status of postoperative rehabilitation is unclear. This study aims to investigate the implementation status of postoperative rehabilitation for older patients with hip fractures and the factors associated with continuing rehabilitation. A retrospective cohort study evaluated medical and long-term care insurance claims data of patients aged 75 years or older in Kyoto City, Japan, who underwent hip fracture surgeries from April 2013 to October 2018. We used logistic regression analysis to examine factors associated with six-month rehabilitation continuation. Of the 8,108 participants, 8,037 (99%) underwent rehabilitation the first month after surgery, but only 1,755 (22%) continued for six months. The following variables were positively associated with continuing rehabilitation for six months: males (adjusted odds ratio: 1.41 [95% confidence interval: 1.23–1.62]), an intermediate frailty risk (1.50 [1.24–1.82]), high frailty risk (2.09 [1.69–2.58]) estimated using the hospital frailty risk scores, and preoperative care dependency levels: support level 1 (1.69 [1.28–2.23]), support level 2 (2.34 [1.88–2.90]), care-need level 1 (2.04 [1.68–2.49]), care-need level 2 (2.42 [2.04–2.89]), care-need level 3 (1.45 [1.19–1.76]), care-need level 4 (1.40 [1.12–1.75]), and care-need level 5 (1.31 [0.93–1.85]). In contrast, dementia was cited as a disincentive (0.53 [0.45–0.59]). Less than 30% of older patients continued rehabilitation for six months after surgery. Factors associated with continuing rehabilitation were male sex, higher frailty risk, care dependency before hip fracture surgeries, and non-dementia.

Introduction

Hip fractures represent a profound health challenge, resulting in increased mortality rates [1], diminished activities of daily living (ADLs), and compromised quality of life [2, 3]. As global demographics shift towards an older populace [4], hip fractures are anticipated to emerge as a progressively critical issue, particularly in Japan, which is recognized for its unparalleled global aging rate [5]. Asia accounts for half of the global incidents of hip fractures [6]. The projected cases are set to rise substantially, from 1.12 million in 2018 to 2.56 million by 2050 [7]. Specifically in Japan, there has been a notable escalation in hip fractures, with an approximately 2.5-fold increase from 76,600 cases in 1992 to 193,400 cases in 2017 [8]. Fractures constitute 12% of the causes of the need for long-term care (LTC), ranking as the third most prevalent cause in Japan [9].

Clinical practice guidelines from nations including Australia [10], the United Kingdom [11], the United States [12, 13], Korea [14], and Japan [15, 16] endorse early postoperative rehabilitation for managing hip fractures and continuing post-hospitalization. Although the appropriate duration of rehabilitation varies depending on the healthcare system and the patient’s condition, there are reports that rehabilitation for 3 to 6 months is necessary after hip fracture surgeries. A randomized controlled trial of older patients with hip fractures found that outpatient rehabilitation using progressive resistance training for six months after discharge significantly improved walking ability and quality of life compared to low-intensity home exercises [17]. A prospective cohort study found that most aspects of the SF-36, except for the physical role behavior subscale, showed almost complete recovery six months after hip fracture surgeries [18]. Such consistent rehabilitation post-hip surgery enhances physical function [1921] and quality of life [19, 20]. The Japanese guidelines specifically recommend a minimum of six months of postoperative rehabilitation [15, 16]. In Japan, the average length of hospital stay is decreasing, making rehabilitation after discharge from acute care hospitals increasingly important [22]. In Japan’s multifaceted treatment approach, patient discharge trajectories differ, spanning transfers to other facilities and direct-to-home discharge [2325]. Uninterrupted rehabilitation is crucial, regardless of transitions in the care setting.

It has been suggested that there are disparities in access to rehabilitation based on patient characteristics. A systematic review describing the equity in randomized controlled trials of rehabilitation interventions following hip fractures revealed that, in > 50% of the 35 trials, potential participants were systematically excluded based on conditions such as residing in nursing homes, cognitive impairment, mobility or functional impairments, age, and ineligibility surgery [26]. A retrospective cohort study using the census database of all inpatient services provided by public and private hospitals in New South Wales, Australia, reported that older patients, women, those with dementia, those with high frailty risk, and those residing in LTC facilities were less likely to receive in-hospital rehabilitation [27, 28]. Another retrospective cohort study that use of the Diagnosis Procedure Combination database, which collects inpatient data from over 1,500 hospitals across Japan, reported that almost all patients who underwent hip fracture surgeries in acute care hospitals received short-term rehabilitation [29, 30]. However, it also reported that those with dementia had fewer opportunities for inpatient rehabilitation after discharge from acute care hospitals [29]. The rate of mid- to long-term extension of rehabilitation after discharge from acute care hospitals for patients following treatments for hip fractures has not been previously reported on, which has raised some concerns surrounding whether sufficient rehabilitation is being provided. Hence, this study aimed to explore the current status of rehabilitation implementation, and identify the factors influencing sustained rehabilitation in older patients with hip fractures post-discharge in Japan—a nation that is currently facing the challenges associated with a rapidly-aging population.

Materials and methods

Study design and data source

This retrospective cohort study used databases such as medical insurance claims data in Kyoto City [31] Kyoto City collects the data, including the specific health check-ups and specific health guidance data, the medical insurance claims data, and LTC insurance claims data to understand the situation of disease incidence among citizens and the status of prevention, treatment, and LTC, as well as to build evidence that can be utilized in policies. In this study, we used data spanning April 2013 to March 2019 from the following sources: the Japanese “Medical Care System for the Elderly in the Latter Stage of Life” (which is the mandatory medical insurance system for individuals > 75 years of age) [32] basic resident registration, medical insurance claims data, LTC insurance claims data, and LTC needs certification data. These data were merged individually using a unique identifier by Kyoto City and anonymized before we received the data. The proportions of personal identification numbers assigned in this database were as follows. Personal identification numbers were assigned to ~99% of the medical claims data for injury and illness codes (385,109,527 of 387,547,567 records), ~99% of the medical activity codes (1,237,350,713 of 1,253,415,997 records), ~98% of the LTC insurance claims data (52,387,340 of 53,494,825 records), and ~89% of the LTC care-requiring certification data (861,376 of 964,429 records). This study was conducted by the secondary use of existing anonymized data and approved by the Information Disclosure and Personal Information Protection Review Board of Kyoto City and the Ethics Committee of Kyoto University Graduate School and Faculty of Medicine (approval number was R2690). We first accessed the database for research purposes on December 10, 2020. Only Kyoto City could access personal information. Signed informed consent was waived because the researchers received anonymized existing data from Kyoto City.

Participants

The participants of this study were patients aged 75 years or older who underwent surgery for hip fractures from April 2013 to October 2018 among the participants in the Medical Care System for the Elderly in the Latter Stage of Life in Kyoto. We included patients aged 75 years or older because we used the data of the Medical Care System for the Elderly in the Latter Stage of Life, which is the medical insurance system for all people over 75 years old [32]. The extracted codes were “fracture of neck of femur” (The International Statistical Classification of Diseases and Related Health Problems Tenth Revision [ICD-10]: S72.0) and “pertrochanteric fracture” (ICD-10: S72.1), excluding cases of “suspected fracture.” The surgical procedures for hip fractures were defined according to the medical treatment codes (S1 Table). The following patients were excluded: (1) patients under 75 years old; (2) patients with “greater trochanteric fracture” (ICD-10: S72.1) [33]; (3) patients who were “transferred,” “died,” “transferred out of the country,” or “disappeared” within six months of the surgery for hip fracture, according to the information in the Basic Resident Registration. Only the first surgery was considered in this study when the patients underwent multiple surgeries during the study period. The participants were identified on the advice of two orthopedists (HI and JM).

Primary outcome

The primary outcome was the implementation of rehabilitation for six months after hip fracture surgery as a process measure. We defined the use of rehabilitation as rehabilitation-related claims filed under medical or LTC insurance at least once per month following hip fracture surgery (S2 and S3 Tables). In Japan, there are two types of insurance-covered rehabilitation: medical and LTC. Generally, acute and restorative rehabilitation is covered by medical insurance, while chronic rehabilitation is covered by both insurance types. This distinction ensures that patients receive appropriate care tailored to their stage of recovery and long-term needs [24]. To use LTC insurance services, patients must be certified based on their physical and cognitive functions, as well as their care and medical needs. Once certified, patients are required to use LTC insurance rehabilitation services, except during hospitalization or the initial recovery phase [34]. Because this study aimed to investigate the implementation of mid- to long-term rehabilitation after hip fractures, we included both medical and LTC insurance data. The definition of implementing rehabilitation was defined based on the advice of a physiatrist (MT), physical therapists (KS and HU), and an occupational therapist (TO).

Measurements

The baseline variables at the hip fracture surgery included age, sex, type of fracture, type of surgery for hip fracture, comorbidities (dementia, depression, and delirium), frailty, 20 types of diseases (S4 Table) [35] the level of LTC need before the surgery, and the place where the survey on certification of LTC need was conducted.

As comorbidity, dementia [36] depression [37, 38] and delirium [39, 40] were identified using the ICD-10 codes (S4 Table). Frailty was estimated using the hospital frailty risk score [40] The hospital frailty risk score was calculated by assigning points to 109 ICD-10 codes and was classified into low (<5), intermediate (5–15), and high (>15) [40] Dementia, depression, and the hospital frailty risk score were identified if the medical treatment was given within the last 12 months from the month of surgery. Delirium was recognized if the medical treatment was given within six months from the month of surgery. The 20 types of diseases [35] were identified if the medical treatment was provided within six months after the surgery. If one or more of the 20 specified disease types are applicable, a patient’s rehabilitation status may not be confirmed by this database, because claims related to some types of rehabilitation are made on paper. Therefore, we specifically identified these 20 disease types to account for the possibility of underestimating the implementation of rehabilitation. Comorbidities, including the hospital frailty risk scores and the 20 different diseases, were excluded for "suspected diseases." For the level of the LTC required and the place where the certification of LTC need was conducted, certification before surgery for hip fractures and within the valid period of certification in the month of surgery was considered. Depending on the subject’s physical and mental status and the estimated hours of care per day, LTC care needs are classified into seven levels: support levels 1 and 2 and care-need levels 1 to 5, with higher levels indicating higher care needs. For example, people with care-need level 5 require constant care [41] The latest one was used if the LTC needs was certified multiple times before hip fracture surgeries.

We also extracted the status of admission to the convalescent rehabilitation ward and the usage of the discharge support service from the month of surgery onward. The convalescent rehabilitation ward is a ward for the intensive rehabilitation of patients who require ADLs assistance—including those with hip fracture or cerebrovascular disease—to prevent bedridden patients from staying bedridden, and help them return to their homes by improving their ADLs [42]. We identified the admission to the convalescent rehabilitation ward within three months after surgery (medical treatment code: A308-00). We identified the usage of discharge support services to monitor the discharge status. We defined discharge support service as calculating the items within six months after surgery (S5 Table).

Statistical analysis

Continuous variables were shown as a median and interquartile range. Categorical variables were shown as frequencies and percentages. The proportion of patients receiving postoperative rehabilitation was calculated each month up to six months after surgery. Additionally, the proportion of rehabilitation was calculated with stratification by medical insurance (inpatient or outpatient) or LTC insurance. The percentage of patients who continued rehabilitation under medical insurance (inpatient or outpatient) or LTC insurance for six months after surgery was also calculated. Multivariable logistic regression was used to explore the factors associated with continuing rehabilitation for six months after surgery as the dependent variable. The explanatory variables in the model included age groups (75–84 years old, 85–94 years old, or 95 years or older), sex, type of fracture (fracture of head and neck of femur, or pertochanteric fracture), dementia (yes or no), depression (yes or no), delirium (yes or no), the hospital frailty risk score (low, intermediate, or high risk), and care-level at the surgery for hip fractures (no certification, support level 1, support level 2, care-need level 1, care-need level 2, care-need level 3, care-need level 4, or care-need level 5). Adjusted odds ratios and 95% confidence intervals were calculated. Stata® 17.0 (StataCorp LLC, College Station, Texas, the United States) was used for the analysis.

Results

The study included 8,108 participants (Fig 1). The median age of the participants was 86 years, with an interquartile range (IQR) of 82–91 years. Of the 8,108 subjects analyzed, 6,736 (83.1%) were women. Of the 8,108 analyzed participants, 5,963 (73.5%) were certified for LTC before surgery (Table 1).

thumbnail
Table 1. Baseline characteristics of older patients with hip fracture (n = 8,108).

https://doi.org/10.1371/journal.pone.0307889.t001

Rehabilitation implementation under either medical insurance (inpatient and outpatient) or LTC insurance decreased from 99% to 28% from months one to six post-surgery (Fig 2). S1 Fig showed the implementation status of rehabilitation for six months after surgery, stratified by medical and LTC insurance.

thumbnail
Fig 2. Implementation status of rehabilitation for six months after surgery (n = 8,108).

https://doi.org/10.1371/journal.pone.0307889.g002

Overall, 21.6% continued rehabilitation for six months, with <1% never participating under medical or LTC insurance.

By three months, 42.4% had been admitted to a convalescent rehabilitation ward, and 55.3% had received discharge support within six months.

Factors positively influencing six-month rehabilitation continuation were male gender, higher hospital frailty risk scores, and care dependency before surgery (Table 2). Dementia was negatively associated with continuing rehabilitation (Table 2). Women, across all age categories, were less likely than men to continue rehabilitation for six months (S6 Table).

thumbnail
Table 2. Multivariable logistic regression analysis for factors associated with continued rehabilitation for six months after surgery (n = 8,108).

https://doi.org/10.1371/journal.pone.0307889.t002

Discussion

In this population-based study, most patients aged 75 and over in Kyoto City, Japan, underwent rehabilitation in the month following surgery, aligning with prior research [29] However, participation dwindled to below 30% by the sixth month. Despite clinical guidelines advocating for ongoing postoperative rehabilitation, a gap persisted between evidence and practice in sustaining post-surgical rehabilitation. This research’s strength lies in illuminating the long-term rehabilitation trajectory utilizing integrated data, encompassing medical and LTC insurance claims.

This study showed that most patients received postoperative rehabilitation during the inaugural month. However, the number of patients receiving rehabilitation decreased to less than 30% by the sixth month. Transition points in care might account for this cessation of rehabilitation. A systematic review showed the inadequate communication and data sharing between hospital and primary-care physicians upon patient discharge, which could disrupt subsequent care [43] Collaborative engagement with medical institutions and LTC services is essential at discharge. A previous Japanese study using medical and LTC insurance data demonstrated the effectiveness of rehabilitation within one month of discharge to prevent a decline in the level of care for older patients [44]. Establishing a system for a seamless transition to post-acute rehabilitation care is critical.

Other factors should also be considered when attempting to explain the decline in the rehabilitation implementation rate over time after surgery. First, some patients may have experienced relatively rapid recovery in terms of ADLs and physical function following hip fracture surgery, and thus no longer required rehabilitation. Second, some patients may have been reluctant to continue rehabilitation for various reasons. A previous study reported that feelings of vulnerability in patients with hip fractures persist until their function and activities are sufficiently restored to allow them to participate in meaningful activities [45]. Patients who feel burdened or lack confidence in their recovery are more likely to refuse rehabilitation. Third, some patients may have prioritized services other than rehabilitation. A population-based retrospective cohort study showed that older adults with dementia used home care services more often after sustaining hip fractures, compared to their counterparts without dementia [46]. Additionally, it is necessary to consider the possibility that rehabilitation resources are limited to the patients’ residential areas. A study using the National Administrative Database of Canada compared the discharge destinations of patients with hip fractures from acute care hospitals by province, and reported significant variations in discharge destinations across them [47]. Our study could not elucidate the reasons for the decline in the rehabilitation implementation rate over time after surgery. However, future research should consider patient conditions, preferences, and available rehabilitation resources.

Over half the participants had not been admitted to the convalescent rehabilitation ward three months post-surgery. Japan’s Clinical Pathway with Regional Alliance system aims to facilitate patients’ return home. This system allows multiple facilities to coordinate a common medical pathway that guides patients from acute care facilities through convalescent rehabilitation facilities [48, 49]. In Japan, hip fracture is one of the target diseases for admission to convalescent rehabilitation wards, highlighting the need for intensive rehabilitation. A previous study using the nationwide inpatient database for acute care hospitals in Japan suggested that patients with dementia following hip fractures were often discharged to non-medical settings, with fewer opportunities for hospitalization for rehabilitation [29] Our study provides a deeper understanding of patient transfers to these rehabilitation wards, supplementing prior nationwide data. Exploring further factors dictating discharge locations is crucial, including patient-specific and systemic variables.

Consistent with the previous study [28], this study found that dementia was a factor that inhibited continuing postoperative rehabilitation. Barriers to patients with hip fractures and dementia receiving rehabilitation include inadequate hospital information management, patient prioritization, ineffective comorbidity management, staff education deficiencies, community perceptions, and resource constraints [50]. The multidisciplinary consensus on the care for older patients with hip fractures recommended that patients with dementia after hip fracture surgeries receive the same rehabilitation as those without dementia [51]. A previous study suggested that rehabilitation for patients with dementia after hip fractures improved motor function and ADLs [28] Additionally, intensive inpatient rehabilitation might improve the physical function of older patients with cognitive impairment after hip fractures [52]. Thus, the diagnosis of dementia should inform, rather than preclude, personalized, ongoing rehabilitation strategies.

In this study, Male sex was a positively associated factor for continuing postoperative rehabilitation. Disparities based on sex may be evident in access to health care [53, 54]. A previous study has shown that women are less likely to be referred for outpatient cardiac rehabilitation [55], while men are less likely to receive recommended hip fracture care, including post-discharge rehabilitation [56]. Interviews with older women 12 months after a hip fracture showed that self-efficacy supported their participation in exercise [57]. Another study focusing on community-dwelling older adults, particularly those with hip fractures, found that men had greater exercise self-efficacy [58]. The Japanese Survey on Time Use and Leisure Activities found that women aged 75 and older spent about 2.4 times more hours per week on household chores than their male counterparts [59]. This may indicate that women are more likely than men to be reintegrated into society, reducing the need for further rehabilitation. The precise mechanism of this pattern remains unclear; however, the factors of exercise self-efficacy and multiple roles might be intertwined with these observed gender disparities.

This study showed that a high risk of frailty was a factor that promotes continued rehabilitation after surgery. A systematic review identified frailty and reduced grip strength as predictors of adverse functional outcomes in patients with hip fractures [60]. Rehabilitation may be prescribed more consistently for high-risk patients who have a greater need for rehabilitation.

In this study, we found preoperative care dependency was associated with continued rehabilitation after surgery. We infer two aspects of this finding. First, patients who were dependent on care preoperatively could have been likely considered in greater need of postoperative rehabilitation. This is supported by previous research showing a strong correlation between care needs and the Barthel Index [61] with preoperative physical function and ADLs in older patients with hip fractures associated with their functional recovery post-discharge [62]. Patients with lower ADLs and physical function might have been considered in need of rehabilitation and continued rehabilitation. This study also showed that those classified as "support level 2" and "care-need levels 1 or 2" were more inclined to continue with rehabilitation. Generally, individuals with "support needs" can perform most basic ADLs independently, and those with "care needs 1 or 2" require some nursing care. By contrast, those with "care-need level 3" and above require almost total nursing care [63, 64]. Although this study did not investigate the provision of care services other than rehabilitation, it is possible that rehabilitation was prioritized over other services for "care-need level 2" and below. Second, patients who required LTC before surgery were more likely to have established support systems and may have had more accessible access to seamless post-discharge services, including rehabilitation. The local municipal office typically issues a care needs certification notice within 30 days following the application [65]. As a result, patients who were certified as needing care before surgery might experience more seamless access to post-discharge services, including rehabilitation.

This study was subject to several key limitations worth noting. First, we did not assess patient status—including physical function and ADLs, as well as knowledge and attitudes in patients and their families—or the post-discharge environment. Some patients may have discontinued rehabilitation after surgery because their physical function and abilities to perform ADLs improved sufficiently. Second, this database does not contain information about the physicians who prescribed rehabilitation and information concerning the hospitals or facilities where the patients stayed is not well organized. Therefore, this study could not clarify the relationship between hospitals, facilities, and physicians with the implementation of rehabilitation. Further research is warranted to explore the perspectives of patients and their families on this matter [66, 67], as well as facility-level [68] and regional-level factors [69]. Third, the appropriate duration of rehabilitation may vary depending on the healthcare system and the patient’s condition, and this study was not able to determine whether all patients with hip fractures should undergo rehabilitation for six months. However, it does highlight the evidence-practice gap in the implementation of rehabilitation following hip fracture surgeries in Japan. Fourth, this study did not examine the content, frequency, or amount of rehabilitation. Fifth, if a patient had any of the 20 disease types specified by the Japanese Ministry of Health, Welfare and Labor, some rehabilitation claims were made on paper and may therefore not have been captured in the database that was used for this study. In addition, we excluded the patients who died within six months after surgery. Consequently, we may have underestimated the implementation status of rehabilitation. Finally, this study included only residents of Kyoto City aged 75 or older. Therefore, careful extrapolation is needed for areas with different medical resources, population sizes, and age structures.

Conclusions

This study suggests that patients with hip fractures may discontinue rehabilitation after discharge from acute care hospitals. Factors such as older age, male sex, frailty, care dependency before hip fracture surgeries, and non-dementia might be positively associated with completing six months of postoperative rehabilitation. Further research is needed to explore unexamined determinants, including ADLs, patient and family perceptions, and regional differences.

Supporting information

S1 Fig. Implementation status of rehabilitation for six months after surgery, stratified by medical and long-term care insurance (n = 8,108).

The number of patients in the same month includes those who underwent rehabilitation by medical insurance (inpatient and outpatient) and long-term care insurance. Therefore, per month, the total number of patients in each category may exceed the number in the analysis.

https://doi.org/10.1371/journal.pone.0307889.s001

(TIF)

S1 Table. The list of definitions of the surgical procedures for hip fracture.

https://doi.org/10.1371/journal.pone.0307889.s002

(XLSX)

S2 Table. The list of definitions of rehabilitation in medical insurance.

https://doi.org/10.1371/journal.pone.0307889.s003

(XLSX)

S3 Table. The list of definitions of rehabilitation in long-term care insurance.

https://doi.org/10.1371/journal.pone.0307889.s004

(XLSX)

S4 Table. The list of definitions of comorbidities.

ICD-10: The International Statistical Classification of Diseases and Related Health Problems tenth Revision, SMON: Subacute Myelo-Optico-Neuropathy, †"Mechanically ventilated conditions" were identified by the medical treatment code.

https://doi.org/10.1371/journal.pone.0307889.s005

(XLSX)

S5 Table. The list of definitions of discharge support service.

https://doi.org/10.1371/journal.pone.0307889.s006

(XLSX)

S6 Table. Status of continuing rehabilitation for six months after surgery, stratified by sex and age groups (n = 8,108).

https://doi.org/10.1371/journal.pone.0307889.s007

(XLSX)

Acknowledgments

We would like to express our sincere gratitude to Kyoto City, which provided the data used in this research, and all the people at the Graduate School of Public Health, Kyoto University.

References

  1. 1. Katsoulis M, Benetou V, Karapetyan T, Feskanich D, Grodstein F, Pettersson-Kymmer U, et al. Excess mortality after hip fracture in elderly persons from Europe and the USA: the CHANCES project. J Intern Med. 2017;281: 300–310. pmid:28093824
  2. 2. Svedbom A, Borgstöm F, Hernlund E, Ström O, Alekna V, Bianchi ML, et al. Quality of life for up to 18 months after low-energy hip, vertebral, and distal forearm fractures-results from the ICUROS. Osteoporos Int. 2018;29: 557–566.
  3. 3. Dyer SM, Crotty M, Fairhall N, Magaziner J, Beaupre LA, Cameron ID, et al. A critical review of the long-term disability outcomes following hip fracture. BMC Geriatr. 2016;16: 158. pmid:27590604
  4. 4. United Nations Department for Economic and Social Affairs. World population prospects 2022: Summary of results. New York, NY: United Nations; 2023.
  5. 5. National Institute of Population and Social Security Research. Population Projections for Japan: 2021 to 2070 (With long-range Population Projections: 2071 to 2120). 26 Apr 2023 [cited 8 Mar 2024]. Available: https://www.ipss.go.jp/pp-zenkoku/e/zenkoku_e2023/pp_zenkoku2023e.asp
  6. 6. Odén A, McCloskey EV, Kanis JA, Harvey NC, Johansson H. Burden of high fracture probability worldwide: secular increases 2010–2040. Osteoporos Int. 2015;26: 2243–2248. pmid:26018089
  7. 7. Cheung C-L, Ang SB, Chadha M, Chow ES-L, Chung Y-S, Hew FL, et al. An updated hip fracture projection in Asia: The Asian Federation of Osteoporosis Societies study. Osteoporosis and sarcopenia. 2018;4: 16–21. pmid:30775536
  8. 8. Takusari E, Sakata K, Hashimoto T, Fukushima Y, Nakamura T, Orimo H. Trends in Hip Fracture Incidence in Japan: Estimates Based on Nationwide Hip Fracture Surveys From 1992 to 2017. JBMR plus. 2021;5: e10428. pmid:33615101
  9. 9. Ministry of Health, Labour and Welfare. Summary Report of Comprehensive Survey of Living Conditions 2019. 17 Jun 2020 [cited 8 Mar 2024]. Available: https://www.mhlw.go.jp/english/database/db-hss/dl/report_gaikyo_2019.pdf
  10. 10. Mak JCS, Cameron ID, March LM. Evidence-based guidelines for the management of hip fractures in older persons: an update. Med J Aust. 2010;192: 37–41. pmid:20047547
  11. 11. National Clinical Guideline Centre. The Management of Hip Fracture in Adults. 2011 [cited 8 Mar 2024]. Available: https://www.nice.org.uk/guidance/cg124/evidence/full-guideline-pdf-183081997
  12. 12. Brox WT, Roberts KC, Taksali S, Wright DG, Wixted JJ, Tubb CC, et al. The American Academy of Orthopaedic Surgeons Evidence-Based Guideline on Management of Hip Fractures in the Elderly. J Bone Joint Surg Am. 2015;97: 1196–1199. pmid:26178894
  13. 13. McDonough CM, Harris-Hayes M, Kristensen MT, Overgaard JA, Herring TB, Kenny AM, et al. Physical Therapy Management of Older Adults With Hip Fracture. J Orthop Sports Phys Ther. 2021;51: CPG1–CPG81. pmid:33522384
  14. 14. Min K, Beom J, Kim BR, Lee SY, Lee GJ, Lee JH, et al. Clinical Practice Guideline for Postoperative Rehabilitation in Older Patients With Hip Fractures. Ann Rehabil Med. 2021;45: 225–259. pmid:34233406
  15. 15. The Japanese Orthopaedic Association. Japanese Orthopaedic Association (JOA) Clinical Practice Guideline on the Diagnosis, Treatment of Femoral Neck and Trochanteric Fractures, 2nd Edition (in Japanese). Tokyo, Japan: Nankodo; 2011.
  16. 16. The Japanese Orthopaedic Association. Japanese Orthopaedic Association (JOA) Clinical Practice Guideline on the Management of Hip Fractures, 3rd Edition (in Japanese). Tokyo, Japan: Nankodo; 2021.
  17. 17. Binder EF, Brown M, Sinacore DR, Steger-May K, Yarasheski KE, Schechtman KB. Effects of extended outpatient rehabilitation after hip fracture: a randomized controlled trial. JAMA. 2004;292: 837–846. pmid:15315998
  18. 18. Peterson MGE, Allegrante JP, Cornell CN, MacKenzie CR, Robbins L, Horton R, et al. Measuring recovery after a hip fracture using the SF-36 and Cummings scales. Osteoporos Int. 2002;13: 296–302. pmid:12030544
  19. 19. Fairhall NJ, Dyer SM, Mak JC, Diong J, Kwok WS, Sherrington C. Interventions for improving mobility after hip fracture surgery in adults. Cochrane Database Syst Rev. 2022;9: CD001704. pmid:36070134
  20. 20. Handoll HH, Cameron ID, Mak JC, Panagoda CE, Finnegan TP. Multidisciplinary rehabilitation for older people with hip fractures. Cochrane Database Syst Rev. 2021;11: CD007125. pmid:34766330
  21. 21. Lee H, Lee S-H. Effectiveness of multicomponent home-based rehabilitation in older patients after hip fracture surgery: A systematic review and meta-analysis. J Clin Nurs. 2023;32: 31–48. pmid:35218084
  22. 22. Ministry of Health, Labour and Welfare. 2020 Summary Report of Patient Survey (Final Data). 30 Jun 2022 [cited 14 Jun 2024]. Available: https://www.mhlw.go.jp/english/database/db-hss/sps_2020.html
  23. 23. Isobe M. The Heart Failure “Pandemic” in Japan: Reconstruction of Health Care System in the Highly Aged Society. JMA journal. 2019;2: 103–112. pmid:33615020
  24. 24. Sakamoto H, Rahman M, Nomura S, Okamoto E, Koike S, Yasunaga H, et al. Japan health system review. New Delhi PP—New Delhi: World Health Organization. Regional Office for South-East Asia; 2018 [cited 8 Mar 2024]. Available: https://apps.who.int/iris/handle/10665/259941
  25. 25. Nakanishi M, Hattori K, Nakashima T, Sawamura K. Health care and personal care needs among residents in nursing homes, group homes, and congregate housing in Japan: why does transition occur, and where can the frail elderly establish a permanent residence? J Am Med Dir Assoc. 2014;15: 76.e1–6. pmid:23981788
  26. 26. Sheehan KJ, Fitzgerald L, Hatherley S, Potter C, Ayis S, Martin FC, et al. Inequity in rehabilitation interventions after hip fracture: a systematic review. Age Ageing. 2019;48: 489–497. pmid:31220202
  27. 27. Mitchell R, Draper B, Harvey L, Wadolowski M, Brodaty H, Close J. Comparison of hospitalised trends, treatment cost and health outcomes of fall-related hip fracture for people aged ≥ 65 years living in residential aged care and the community. Osteoporos Int. 2019;30: 311–321.
  28. 28. Mitchell R, Draper B, Brodaty H, Close J, Ting HP, Lystad R, et al. An 11-year review of hip fracture hospitalisations, health outcomes, and predictors of access to in-hospital rehabilitation for adults ≥ 65 years living with and without dementia: a population-based cohort study. Osteoporos Int. 2020;31: 465–474.
  29. 29. Mine Y, Muramatsu K, Fushimi K, Matsuda S. Hospitalization and discharge routes of elderly hip fracture patients with and without dementia: a nationwide cross-sectional exploratory study using the Japanese Diagnostic Procedure Combination database. Disabil Rehabil. 2022;44: 1268–1274. pmid:32730727
  30. 30. Uda K, Matsui H, Fushimi K, Yasunaga H. Intensive In-Hospital Rehabilitation After Hip Fracture Surgery and Activities of Daily Living in Patients With Dementia: Retrospective Analysis of a Nationwide Inpatient Database. Arch Phys Med Rehabil. 2019;100: 2301–2307. pmid:31421098
  31. 31. Shimamoto T, Tateyama Y, Kobayashi D, Yamamoto K, Takahashi Y, Ueshima H, et al. Temporal Trend in an Initial Treatment, Survival, and Medical Costs Among Patients With Lung Cancer Between 2013 and 2018 in Kyoto City, Japan. Value in health regional issues. 2022;31: 163–168. pmid:35777173
  32. 32. Public Health and Welfare Bureau, Living Welfare Division, National Health Insurance and Pensions Section, Kyoto City. Guide to National Health Insurance. Aug 2023 [cited 8 Mar 2024]. Available: https://www.city.kyoto.lg.jp/hokenfukushi/cmsfiles/contents/0000188/188674/4languages_guide_2023.pdf
  33. 33. Horii M, Fujiwara H, Ikeda T, Ueshima K, Ikoma K, Shirai T, et al. Urban versus rural differences in the occurrence of hip fractures in Japan’s Kyoto prefecture during 2008–2010: a comparison of femoral neck and trochanteric fractures. BMC Musculoskelet Disord. 2013;14: 304. pmid:24156244
  34. 34. Kinoshita S, Abo M, Okamoto T, Miyamura K. Transitional and Long-Term Care System in Japan and Current Challenges for Stroke Patient Rehabilitation. Front Neurol. 2021;12: 711470. pmid:35087461
  35. 35. Ministry of Health, Labour and Welfare. Facility standards for special medical fees (Ministerial Notification No. 63 of the Ministry of Health, Labour and Welfare) (in Japanese). 2008 [cited 8 Mar 2024]. Available: https://www.mhlw.go.jp/web/t_doc?dataId=84aa9733&dataType=0
  36. 36. Brown A, Kirichek O, Balkwill A, Reeves G, Beral V, Sudlow C, et al. Comparison of dementia recorded in routinely collected hospital admission data in England with dementia recorded in primary care. Emerg Themes Epidemiol. 2016;13: 11. pmid:27800007
  37. 37. Quan H, Sundararajan V, Halfon P, Fong A, Burnand B, Luthi J-C, et al. Coding Algorithms for Defining Comorbidities in ICD-9-CM and ICD-10 Administrative Data. Med Care. 2005;43: 1130–1139. pmid:16224307
  38. 38. Doktorchik C, Patten S, Eastwood C, Peng M, Chen G, Beck CA, et al. Validation of a case definition for depression in administrative data against primary chart data as a reference standard. BMC Psychiatry. 2019;19: 9. pmid:30616546
  39. 39. Pendlebury ST, Lovett NG, Thomson RJ, Smith SC. Impact of a system-wide multicomponent intervention on administrative diagnostic coding for delirium and other cognitive frailty syndromes: observational prospective study. Clin Med. 2020;20: 454–464. pmid:32934037
  40. 40. Gilbert T, Neuburger J, Kraindler J, Keeble E, Smith P, Ariti C, et al. Development and validation of a Hospital Frailty Risk Score focusing on older people in acute care settings using electronic hospital records: an observational study. Lancet. 2018;391: 1775–1782. pmid:29706364
  41. 41. Tsutsui T, Muramatsu N. Care-needs certification in the long-term care insurance system of Japan. J Am Geriatr Soc. 2005;53: 522–527. pmid:15743300
  42. 42. Okamoto T, Ando S, Sonoda S, Miyai I, Ishikawa M. “Kaifukuki Rehabilitation Ward” in Japan. The Japanese Journal of Rehabilitation Medicine. 2014;51: 629–633.
  43. 43. Kripalani S, LeFevre F, Phillips CO, Williams MV, Basaviah P, Baker DW. Deficits in communication and information transfer between hospital-based and primary care physicians: implications for patient safety and continuity of care. JAMA. 2007;297: 831–841. pmid:17327525
  44. 44. Mitsutake S, Ishizaki T, Tsuchiya-Ito R, Uda K, Jinnouchi H, Ueshima H, et al. Effects of Early Postdischarge Rehabilitation Services on Care Needs-Level Deterioration in Older Adults With Functional Impairment: A Propensity Score-Matched Study. Arch Phys Med Rehabil. 2022. pmid:35085571
  45. 45. Beer N, Riffat A, Volkmer B, Wyatt D, Lambe K, Sheehan KJ. Patient perspectives of recovery after hip fracture: a systematic review and qualitative synthesis. Disabil Rehabil. 2022;44: 6194–6209. pmid:34428389
  46. 46. McGilton KS, Campitelli MA, Bethell J, Guan J, Vellani S, Krassikova A, et al. Impact of Dementia on Patterns of Home Care After Inpatient Rehabilitation Discharge for Older Adults After Hip Fractures. Arch Phys Med Rehabil. 2021;102: 1972–1981. pmid:34242626
  47. 47. Beaupre L, Sobolev B, Guy P, Kim JD, Kuramoto L, Sheehan KJ, et al. Discharge destination following hip fracture in Canada among previously community-dwelling older adults, 2004–2012: database study. Osteoporos Int. 2019;30: 1383–1394. pmid:30937483
  48. 48. Yoshii I, Satake Y, Kitaoka K, Komatsu M, Hashimoto K. Relationship between dementia degree and gait ability after surgery of proximal femoral fracture: Review from Clinical Pathway with Regional Alliance data of rural region in Japan. J Orthop Sci. 2016;21: 481–486. pmid:27075586
  49. 49. Suzuki K, Aoyama H, Nanke H. The Clinical Pathway with Regional Alliance (CPRA) system for proximal femoral fractures in the southern region of Ibaraki prefecture: comparison of the proportion of patients who return to living at home from acute care and rehabilitation (kaihukuki) hospitals. J Rural Med. 2019;14: 58–63. pmid:31191767
  50. 50. McFarlane RA, Isbel ST, Jamieson MI. Factors determining eligibility and access to subacute rehabilitation for elderly people with dementia and hip fracture. Dementia. 2017;16: 413–423. pmid:26289963
  51. 51. De Vincentis A, Behr AU, Bellelli G, Bravi M, Castaldo A, Galluzzo L, et al. Orthogeriatric co-management for the care of older subjects with hip fracture: recommendations from an Italian intersociety consensus. Aging Clin Exp Res. 2021;33: 2405–2443. pmid:34287785
  52. 52. Muir SW, Yohannes AM. The impact of cognitive impairment on rehabilitation outcomes in elderly patients admitted with a femoral neck fracture: a systematic review. J Geriatr Phys Ther. 2009;32: 24–32. pmid:19856633
  53. 53. Reeves MJ, Bushnell CD, Howard G, Gargano JW, Duncan PW, Lynch G, et al. Sex differences in stroke: epidemiology, clinical presentation, medical care, and outcomes. Lancet Neurol. 2008;7: 915–926. pmid:18722812
  54. 54. Smurawska LT, Alexandrov AV, Bladin CF, Norris JW. Cost of acute stroke care in Toronto, Canada. Stroke. 1994;25: 1628–1631. pmid:8042215
  55. 55. Colella TJF, Gravely S, Marzolini S, Grace SL, Francis JA, Oh P, et al. Sex bias in referral of women to outpatient cardiac rehabilitation? A meta-analysis. Eur J Prev Cardiol. 2015;22: 423–441. pmid:24474091
  56. 56. Kristensen PK, Falstie-Jensen AM, Madsen M, Johnsen SP. Patient-related healthcare disparities in the quality of acute hip fracture care: a 10-year nationwide population-based cohort study. BMJ Open. 2021;11: e051424. pmid:35446782
  57. 57. Resnick B, Orwig D, Wehren L, Zimmerman S, Simpson M, Magaziner J. The Exercise Plus Program for older women post hip fracture: participant perspectives. Gerontologist. 2005;45: 539–544. pmid:16051917
  58. 58. Solimeo SL, Nguyen V-TT, Edmonds SW, Lou Y, Roblin DW, Saag KG, et al. Sex differences in osteoporosis self-efficacy among community-residing older adults presenting for DXA. Osteoporos Int. 2019;30: 1033–1041. pmid:30701343
  59. 59. Statistics Bureau Ministry of Internal Affairs and Communications. 2016 Survey on Time Use and Leisure Activities (in Japanese). 2017 [cited 8 Mar 2024]. Available: https://www.stat.go.jp/data/shakai/2016/kekka.html
  60. 60. Xu BY, Yan S, Low LL, Vasanwala FF, Low SG. Predictors of poor functional outcomes and mortality in patients with hip fracture: a systematic review. BMC Musculoskelet Disord. 2019;20: 568. pmid:31775693
  61. 61. Matsuda T, Iwagami M, Suzuki T, Jin X, Watanabe T, Tamiya N. Correlation between the Barthel Index and care need levels in the Japanese long-term care insurance system. Geriatr Gerontol Int. 2019;19: 1186–1187. pmid:31746527
  62. 62. Selaković I, Mandić-Rajčević S, Milovanović A, Tomanović-Vujadinović S, Dimitrijević S, Aleksić M, et al. Pre-fracture functional status and early functional recovery are significant predictors of Instrumental Activities of Daily Living after hip fracture: A prospective cohort study. Geriatr Orthop Surg Rehabil. 2024;15: 21514593241255628. pmid:38766275
  63. 63. Ministry of Health, Labour and Welfare. Elderly Care in 2015 ~Toward the Establishment of Care that Supports the Dignity of the Elderly~ (in Japanese). [cited 20 Mar 2024]. Available: https://www.mhlw.go.jp/topics/kaigo/kentou/15kourei/sankou3.html
  64. 64. Imanaka Y, Sasaki N, Goto E. Financing long-term care for older people: intergenerational transfers and financial stability in Japan. World Health Organization; 2023.
  65. 65. Ministry of Health, Labour and Welfare. Long-Term Care Insurance System (For residents who turned 40). Dec 2019 [cited 8 Mar 2024]. Available: https://www.mhlw.go.jp/content/12300000/000614772.pdf
  66. 66. Laver KE, Crotty M, Low L-F, Clemson L, Whitehead C, McLoughlin J, et al. Rehabilitation for people with dementia: a multi-method study examining knowledge and attitudes. BMC Geriatr. 2020;20: 531. pmid:33297973
  67. 67. Lubbe AL, van Rijn M, Groen WG, Hilhorst S, Burchell GL, Hertogh CMPM, et al. The quality of geriatric rehabilitation from the patients’ perspective: a scoping review. Age Ageing. 2023;52. pmid:36928115
  68. 68. Meulenbroeks I, Raban MZ, Seaman K, Westbrook J. Therapy-based allied health delivery in residential aged care, trends, factors, and outcomes: a systematic review. BMC Geriatr. 2022;22: 712. pmid:36031624
  69. 69. Armstrong JJ, Zhu M, Hirdes JP, Stolee P. Rehabilitation therapies for older clients of the Ontario home care system: regional variation and client-level predictors of service provision. Disabil Rehabil. 2015;37: 625–631. pmid:24981016