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

Negative and positive experiences of caregiving among family caregivers of older blunt trauma patients

  • Ting-Hway Wong,

    Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

    Affiliations Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore, Singapore, Department of General Surgery, Singapore General Hospital, Singapore, Singapore

  • Timothy Xin Zhong Tan ,

    Roles Data curation, Formal analysis, Funding acquisition, Writing – original draft, Writing – review & editing

    timothy.tbj13@gmail.com

    Affiliation Department of Emergency Medicine, Singapore General Hospital, Singapore, Singapore

  • Lynette Ma Loo,

    Roles Conceptualization, Data curation, Formal analysis, Project administration

    Affiliation Department of General Surgery, National University Hospital, Singapore, Singapore

  • Wei Chong Chua,

    Roles Conceptualization, Data curation, Formal analysis, Project administration

    Affiliation Trauma Service, Tan Tock Seng Hospital, Singapore, Singapore

  • Philip Tsau Choong Iau,

    Roles Conceptualization, Data curation, Formal analysis, Project administration

    Affiliation Department of General Surgery, National University Hospital, Singapore, Singapore

  • Arron Seng Hock Ang,

    Roles Conceptualization, Data curation, Formal analysis, Project administration

    Affiliation Accident & Emergency, Changi General Hospital, Singapore, Singapore

  • Jerry Tiong Thye Goo,

    Roles Conceptualization, Data curation, Formal analysis, Project administration

    Affiliation Department of General Surgery, Khoo Teck Puat Hospital, Singapore, Singapore

  • Kim Chai Chan,

    Roles Conceptualization, Data curation, Formal analysis, Project administration

    Affiliation Emergency Medicine Department, Ng Teng Fong General Hospital, Singapore, Singapore

  • Hai V. Nguyen,

    Roles Conceptualization, Data curation, Formal analysis, Project administration, Resources, Software

    Affiliation School of Pharmacy, Memorial University of Newfoundland, St. John’s, Canada

  • Nivedita V. Nadkarni,

    Roles Conceptualization, Data curation, Formal analysis, Methodology

    Affiliation Centre for Quantitative Medicine, Duke-NUS Graduate Medical School, Singapore, Singapore

  • David Bruce Matchar,

    Roles Conceptualization, Data curation, Formal analysis, Methodology

    Affiliation Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore, Singapore

  • Dennis Chuen Chai Seow,

    Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration

    Affiliation Department of Geriatric Medicine, Singapore General Hospital, Singapore, Singapore

  • Yee Sien Ng,

    Roles Conceptualization, Data curation, Formal analysis, Project administration

    Affiliation Department of Rehabilitation Medicine, Singapore General Hospital, Singapore, Singapore

  • Angelique Chan,

    Roles Conceptualization, Data curation, Formal analysis, Project administration

    Affiliation Centre for Ageing Research and Education, Duke-NUS Graduate Medical School, Singapore, Singapore

  • Stephanie Fook-Chong,

    Roles Conceptualization, Data curation, Formal analysis, Project administration

    Affiliation Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore, Singapore

  • Tjun Yip Tang,

    Roles Conceptualization, Data curation, Formal analysis, Project administration

    Affiliation Department of Vascular Surgery, Singapore General Hospital, Singapore, Singapore

  • Marcus Eng Hock Ong,

    Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Supervision, Validation

    Affiliations Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore, Singapore, Department of Emergency Medicine, Singapore General Hospital, Singapore, Singapore

  •  [ ... ],
  • Rahul Malhotra

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Supervision, Writing – original draft

    Affiliation Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore, Singapore

  • [ view all ]
  • [ view less ]

Abstract

Objectives

Family caregivers play a fundamental role in the care of the older blunt trauma patient. We aim to identify risk factors for negative and positive experiences of caregiving among family caregivers.

Design

Prospective, nationwide, multi-center cohort study.

Setting and participants

110 family caregivers of Singaporeans aged≥55 admitted for unintentional blunt trauma with an Injury Severity Score (ISS) or New Injury Severity Score (NISS)≥10 were assessed for caregiving-related negative (disturbed schedule and poor health, lack of family support, lack of finances) and positive (esteem) experiences using the modified-Caregiver Reaction Assessment (m-CRA) three months post-injury.

Methods

The association between caregiver and patient factors, and the four m-CRA domains were evaluated via linear regression.

Results

Caregivers of retired patients and caregivers of functionally dependent patients (post-injury Barthel score <80) reported a worse experience in terms of disturbed schedule and poor health (β-coefficient 0.42 [95% Confidence Interval 0.10, 0.75], p = .01; 0.77 [0.33, 1.21], p = .001), while male caregivers and caregivers who had more people in the household reported a better experience (-0.39 [-0.73, -0.06], p = .02; -0.16 [-0.25, -0.07], p = .001). Caregivers of male patients, retired patients, and patients living in lower socioeconomic housing were more likely to experience lack of family support (0.28, [0.03, -0.53], p = .03; 0.26, [0.01, 0.52], p = .05; 0.34, [0.05, -0.66], p = .02). In the context of lack of finances, caregivers of male patients and caregivers of functionally dependent patients reported higher financial strain (0.74 [0.31, 1.17], p = .001; 0.84 [0.26, 1.43], p = .01). Finally, caregivers of male patients reported higher caregiver esteem (0.36 [0.15, 0.57], p = .001).

Conclusions and implications

Negative and positive experiences of caregiving among caregivers of older blunt trauma patients are associated with pre-injury disability and certain patient and caregiver demographics. These factors should be considered when planning the post-discharge support of older blunt trauma patients.

Introduction

Family caregiving, linked with both negative and positive experiences for the caregiver, is an important aspect of the multidisciplinary care for older persons [14]. Older blunt trauma patients often present with a unique combination of emergency conditions on a background of physical frailty and cognitive impairment, and are susceptible to higher adjusted morbidity, mortality and readmission [58]. This has been attributed to decreased physiologic reserve and increased vulnerability to external stressors [6, 7, 9].

Previous results from our study of older blunt trauma patients showed that pre-injury baseline frailty was associated with post-discharge functional decline and increased health services utilization [9, 10]. Studies on caregivers of patients with dementia have highlighted caregiver burden as a major contributor to post-discharge healthcare utilization [11]. Identifying caregiver and patient factors which predispose caregivers of older blunt trauma patients to negative experiences of caregiving is therefore important and could help guide the planning and prioritization of future interventions to relieve caregiver stress [1214].

Therefore, we sought to identify factors influencing the caregiving experience among family caregivers of older blunt trauma patients. We hypothesized that the caregiving experience for such patients would be affected by caregiver demographics, household characteristics and patient demographics, in addition to patient injury severity, injury pattern, and pre-injury comorbidities and function.

Materials and methods

Study population and data collection

Singapore is a rapidly aging Asian nation with a life expectancy at birth of 83.1 years and a population of 5.5 million, of whom 24.6% are 55 years and older, compared to 17.3% worldwide [15, 16].

In this prospective, nationwide, multi-center cohort study of Singaporean residents (citizens or permanent residents), patients admitted via all public hospital emergency departments were screened via the Singapore National Trauma Registry (NTR). Injury Severity Score (ISS) [17], New Injury Severity Score (NISS) [18], Abbreviated Injury Scale (AIS) [19] and Revised Trauma Score (RTS) [20] data were retrieved from NTR offices at the respective study sites. Demographics (age, gender, race, housing type and employment status) were also drawn from the NTR and verified in the questionnaire.

Primary caregivers (self-identified during recruitment as having primary responsibility for care) of Singapore residents aged ≥55 years admitted for ≥48 hours after unintentional blunt trauma (cases of assault and self-harm were excluded) from Mar 2016 to Jul 2018 with an Injury Severity Score (ISS) or New Injury Severity Score (NISS) ≥10 and survived index hospitalization, were invited to participate in the study. Recruitment of patients was carried out during index admission with written consent. Consent was obtained from patients who were deemed by the research team to meet mental capacity: (1) able to understand information provided regarding the decision, (2) retain the information, (3) appreciate and analyze this information in order to come to a conclusion, and (4) communicate aforementioned conclusion through any means. For patients who did not have mental capacity to consent, or who were unable to respond appropriately to questionnaires, their caregivers were approached for the caregiver questionnaire arm of the study. Patients and caregivers were not approached if: the primary attending physician did not agree to the study team approaching the patient or caregiver, if the patient was not expected to survive the admission, or if the patient could not give consent and there was no caregiver. The first author’s Institutional Review Board granted ethical approval for the study (SingHealth IRB Reference 2015/2590).

Primary family caregivers were evaluated via in-person survey for caregiving related negative (disturbed schedule and poor health; lack of family support; lack of finances) and positive (esteem) experiences using the 21-item modified-Caregiver Reaction Assessment (m-CRA) three months post-injury [21, 22].

Statistical analysis

The association between caregiver and patient factors, and the four m-CRA domain scores (range: 1–5) were evaluated via linear regression. A higher domain score indicates a worse status for negative domains and a better status for the positive domain. For each domain, factors with significant associations (p < .05) on univariate regression were included in a multivariable linear regression model. Stata 15.1 was used.

Results

Of the 128 caregivers who agreed to participate in the study, 110 caregivers (85.9%) completed the m-CRA at three months post-injury and were included for analysis. Most caregivers were female (70, 63.6%) with a median age of 55 (IQR 47–65) and an ethnicity distribution representative of the general population of Singapore (Table 1). Caregivers were mostly spouses (38, 34.5%) or children (son 30, 27.3%; daughter 30, 27.3%) of the patient. More than half the patients had no formal education (20, 15.6%) or did not complete primary school (54, 42.2%).

thumbnail
Table 1. Characteristics of older blunt trauma patients and their caregivers (n = 110).

https://doi.org/10.1371/journal.pone.0275169.t001

Just over one-third the patients (43, 39.1%) were severely or critically injured (ISS ≥16), with the remainder moderately injured (ISS 10–15). The proportion of anatomical polytrauma patients (AIS≥3 for 2 or more ISS regions) was 10.9% (12 patients). In terms of pattern of injury, the three most common regions with significant injury (defined as AIS score ≥3) were the head (65, 59.1%), extremities (25, 22.7%), and thorax (21, 19.1%).

Low fall patients (defined as ≤0.5m) constituted the majority of patients (93, 72.7%), followed by patients of motor vehicle accidents (28, 21.9%), and higher-level fallers (7, 5.5%). Twelve patients (21.9%) were determined to be frail as per modified Fried’s criteria.

Disturbed schedule and poor health

Caregivers of retired patients (versus working), and caregivers of functionally dependent patients (Barthel’s score <80 post-injury) reported a worse experience (β-coefficient: 0.42, 95% Confidence Interval [CI] 0.10–0.75, p = .01; β-coefficient 0.77, 95% CI 0.33–1.21, p = .001) (Table 2). Male (versus female) caregivers reported a better experience, as did caregivers with more people in the household (β-coefficient -0.39, 95% CI -0.73- -0.06, p = .02; β-coefficient: -0.16, 95% CI -0.25- -0.07, p = .001).

thumbnail
Table 2. Factors associated with the domains of the modified-caregiver reaction assessment.

https://doi.org/10.1371/journal.pone.0275169.t002

Lack of family support

Caregivers of male patients, retired patients, and patients living in lower socioeconomic/more subsidized housing (versus private/minimally subsidized housing) were more likely to experience lack of family support (β-coefficient 0.28, 95% CI 0.03–0.53, p = .03; β-coefficient 0.26, 95% CI 0.01–0.52, p = .05; β-coefficient 0.34, 95% CI 0.05–0.66, p = .02).

Lack of finances

Caregivers of male patients and caregivers of functionally dependent patients reported higher financial strain (β-coefficient 0.74, 95% CI 0.31–1.17, p = .001; β-coefficient 0.84, 95% CI 0.26–1.43, p = .01). Higher Charlson co-morbidity index was also associated with higher financial strain on univariate analysis (β-coefficient 0.47, 95% CI 0.02–0.92, p = .04), but not in the multivariable model.

Esteem

Caregivers of male patients also reported higher caregiver esteem (β-coefficient 0.36, 95% CI 0.15–0.57, p < .01).

The patient’s educational level, injury severity, pattern of injury, mechanism of injury, frailty, and cognitive function were not associated with the caregiving experience in any domain.

Discussion

Understanding the risk factors for negative and positive experiences of caregiving are important in the multidisciplinary care of older patients after blunt trauma, and in planning post-discharge support for caregivers. Good family function, social support, behavioral intervention and resilience skills are associated with reduced caregiver burden after injury [1214, 2326], which in turn may reduce the risk of recurrent falls in older patients [27].

In our study on caregivers of older blunt trauma patients, negative and positive experiences of caregiving were associated with patient pre-injury functional dependence, and certain patient and caregiver demographics, but not with pre-injury frailty, comorbidity, injury severity, or pattern of injury.

Although our study encompassed a broad range of injury patterns in older patients, the findings are similar to other studies focusing on specific injury patterns. A study on caregivers of patients after traumatic brain injury also found a correlation between caregiver burden and patient disability and executive function, but no correlation with injury severity [28]. Another study on caregivers of older hip fracture patients also showed similar findings to our study, in that caregiver burden increased when the patient had lower function. In addition, caregivers who were already caring for the patient prior to the fracture, experienced higher caregiver burden [29].

While some of the gender-related findings in our study were conflicting, these could be explained by societal norms and expectations of gender roles. Caregivers of male patients were more likely to face financial strain. This could be attributed to the loss of work-related income after injury being more likely for a male patient, as the gender roles in Singapore still reinforce the importance of males as breadwinners [30, 31].

Caregivers of male patients were more likely to lack family support, yet they also reported higher self-esteem. In contrast, male caregivers reported less disturbance to their schedule and health. Taken together, this could mean that female caregivers (e.g., spouses and daughters) of (male) patients were expected to shoulder the burden of caregiving alone, leading to higher self-esteem because they fulfilled a socially expected gender role, and were thus more likely to report lack of family support. A survey of members of the general public conducted in Germany showed more bias against female non-working caregivers, whereas female working caregivers were perceived more favorably [32]. More bias was also reported against male caregivers [32]. While the social dynamics in Germany might be different from Singapore, this suggests that our study findings on gender and caregiving may differ from those in societies with different gender roles and expectations.

Caregivers of functionally dependent patients experienced more financial strain and disturbances in schedule and health. This could be attributed to the physical strain of caring for functionally dependent patients, and the need for higher expenditure (professional caregivers and specialized equipment) to support care at home.

Caregivers of retired patients reported a worse experience with a lack of family support and disturbances in schedule and health. In our cohort, retirees were more likely to have a lower MMSE score and be older than those who were working or homemakers prior to the injury. However, neither age nor MMSE alone were significantly associated with caregiver burden in any of the domains, hence the reasons behind this finding could be more complex.

Not surprisingly, having more people in the household was associated with a less disturbed schedule and health for the caregiver.

Caregivers of patients living in lower socioeconomic/more subsidized housing (compared to those living in private/minimally subsidized housing) were more likely to lack family support. In a study of spinal cord injury patients, lower socioeconomic status caregivers had high overall unmet needs and low psychosocial resources [33]. In addition, other family members could be working longer hours to support the family, and hence may not be able to share the physical burden of caregiving.

One of the limitations of the study was the low recruitment rate and a moderate drop-out rate, possibly due to caregiver stress itself. Despite the low recruitment rate, this was a nationwide multi-centre cohort study of all patients meeting inclusion criteria presenting to public hospitals in Singapore. The demographics of patients presented in Table 1 are similar to the profile of older blunt trauma patients in other studies [57, 34], hence we believe that our subjects are representative of our population of interest. However, there are few studies of caregiving in this population of older blunt trauma patients, therefore we could not compare the demographics of our caregivers to those in the literature. Hence our findings may not be generalizable to other populations or settings, although several of our findings are similar to other studies focusing on specific injury patterns) [12, 14].

The strength of the study is that the study tool utilized in this study (21-item modified-Caregiver Reaction Assessment [m-CRA]) is widely used in the literature [1] and has been validated in three of the official languages in our local population [2].

The final limitation of our study was that the survey was primarily to assess the caregiver stress, but we did not design the study to examine possible reasons for relieving or exacerbating stress. More research is indicated on the multidimensional impact of trauma on older patients and their caregivers.

Conclusions

Negative and positive experiences of caregiving among caregivers of older trauma patients are associated with pre-injury disability and certain patient and caregiver demographics. Good family function, social support, number of caregivers, behavioral intervention, and resilience skills were associated with reduced caregiver burden, while caregivers of more functionally dependent patients, retired patients, and caregivers living in lower socioeconomic housing were associated with higher caregiver burden. These factors should be taken into consideration when planning the post-discharge support for high-risk patients and their caregivers.

Acknowledgments

The authors would like to thank all site research coordinators and trauma coordinators (SGH: Trauma Service, Fiona Peh, Chin Sock Teng, Natasha Adam Tian, Chong Pei Leng, Norhayati binte Mohamed Jainodin, Shereen XY Soon, Charyl Yap; CGH: Carolyn Yap Siew Yin, Benny Wong Yew Meng, Samantha See Wenyi, Yap Siew Yoon, Dr Chong Chee Keong, Dr Ang Teck Wee, Serena Koh, Ng Peifu, Lin Kebing, Nadhirah binte Sani, Haslizah binte Hassan, Li Yan; KTPH: Lim Woan Wui; TTSH: Jocelin Poh Wei Ling, Karen Go Tsung Shyen, Deng Tianshu, Xu Weiru, Wang Bin, Tong Man, Yeo Yen Teng; NUH: Tracy Goh Jia Hui, Sabrina Yeo, Lim Suat Ting; NTFGH: Siti Nabilah binte Zainal), the National Trauma Committee, the National Trauma Registry working group, the National Trauma Unit and the trauma database coordinators for maintaining the National Trauma Registry, which was used by the study team to calculate the injury severity score for participants. The collection and management of data for the National Trauma Registry is funded by the Ministry of Health, Singapore. This work was supported by the National Medical Research Council Health Services Research NMRC HSRG (NMRC/HSRG/0054/2016), the Duke-NUS Khoo Pilot Award 2015, and the 2016 SingHealth Medical Student Talent Development Awards–Project, Singapore. One or more of the authors are employed by SingHealth Services. The funders did not have any role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.

References

  1. 1. Ajay S, Østbye T, Malhotra R. Caregiving-related needs of family caregivers of older Singaporeans. Australas J Ageing. 2017;36(1):E8–E13. pmid:28191735
  2. 2. Slatyer S, Aoun SM, Hill KD, Walsh D, Whitty D, Toye C. Caregivers’ experiences of a home support program after the hospital discharge of an older family member: A qualitative analysis. BMC Health Serv Res. 2019;19(1). pmid:30971236
  3. 3. Malhotra R, Chei C-L, Menon E, Chow WL, Quah S, Chan A, et al. Short-Term Trajectories of Depressive Symptoms in Stroke Survivors and Their Family Caregivers. J Stroke Cerebrovasc Dis. 2016;25(1):172–81. pmid:26476585
  4. 4. Ong P-H, Tai B-C, Wong W-P, Wee LE, Chen C, Cheong A, et al. Caregivers: Do They Make a Difference to Patient Recovery in Subacute Stroke? Arch Phys Med Rehabil. 2017;98(10):2009–20. pmid:28363700
  5. 5. Maxwell CA, Mion LC, Mukherjee K, Dietrich MS, Minnick A, May A, et al. Preinjury physical frailty and cognitive impairment among geriatric trauma patients determine postinjury functional recovery and survival. J Trauma Acute Care Surg. 2016;80(2):195–203. pmid:26595712
  6. 6. Wong TH, Wong YJ, Lau ZY, Nadkarni N, Lim GH, Seow DCC, et al. Not All Falls Are Equal: Risk Factors for Unplanned Readmission in Older Patients After Moderate and Severe Injury—A National Cohort Study. J Am Med Dir Assoc. 2019;20(2). pmid:30314677
  7. 7. Wong TH, Nguyen HV, Chiu MT, Chow KY, Ong MEH, Lim GH, et al. The low fall as a surrogate marker of frailty predicts long-term mortality in older trauma patients. PLoS One. 2015;10(9). pmid:26327646
  8. 8. Siddiqui M, Sim L, Koh J, Fook-Chong S, Tan C, Howe TS. Stress levels amongst caregivers of patients with osteoporotic hip fractures—a prospective cohort study. Ann Acad Med Singapore. 2010;39(1):38–42. pmid:20126813.
  9. 9. Wong TH, Tan TXZ, Malhotra R, Nadkarni NV, Chua WC, Loo LM, et al. Health Services Use and Functional Recovery Following Blunt Trauma in Older Persons—A National Multicentre Prospective Cohort Study. J Am Med Dir Assoc. 2022;23(4):646–53.e1. pmid:34848197
  10. 10. Tan TXZ, Nadkarni NV, Chua WC, Loo LM, Iau PTC, Ang ASH, et al. Frailty and length of stay in older adults with blunt injury in a national multicentre prospective cohort study. PLoS One. 2021;16(4). pmid:33930058
  11. 11. Lau JH, Abdin E, Jeyagurunathan A, Seow E, Ng LL, Vaingankar JA, et al. The association between caregiver burden, distress, psychiatric morbidity and healthcare utilization among persons with dementia in Singapore. BMC Geriatr. 2021;21(1). pmid:33468059
  12. 12. Rodakowski J, Skidmore ER, Rogers JC, Schulz R. Does social support impact depression in caregivers of adults ageing with spinal cord injuries? Clin Rehabil. 2013;27(6):565–75. pmid:23117350
  13. 13. Shepherd-Banigan ME, Shapiro A, McDuffie JR, Brancu M, Sperber NR, Van Houtven CH, et al. Interventions That Support or Involve Caregivers or Families of Patients with Traumatic Injury: a Systematic Review. J Gen Intern Med. 2018;33(7):1177–86. pmid:29736752
  14. 14. Baker A, Barker S, Sampson A, Martin C. Caregiver outcomes and interventions: A systematic scoping review of the traumatic brain injury and spinal cord injury literature. Clin Rehabil. 2017;31(1):45–60. pmid:27009058
  15. 15. Malhotra R, Ang S, Allen JC, Tan NC, Østbye T, Saito Y, et al. Normative Values of Hand Grip Strength for Elderly Singaporeans Aged 60 to 89 Years: A Cross-Sectional Study. J Am Med Dir Assoc. 2016;17(9):864.e1-7. pmid:27569714
  16. 16. Singapore Department of Statistics. Population and Population Structure—Latest Data. [revised 2022 Jan 14; cited 2022 Mar 22]. Available from: https://www.singstat.gov.sg/find-data/search-by-theme/population/population-and-population-structure/latest-data.
  17. 17. Baker SP, O’Neill B, Haddon W, Long WB. The injury severity score: a method for describing patients with multiple injuries and evaluating emergency care. J Trauma. 1974;14(3):187–96. pmid:4814394.
  18. 18. Osler T, Baker SP, Long W. A modification of the injury severity score that both improves accuracy and simplifies scoring. J Trauma. 1997;43(6):922–5. pmid:9420106
  19. 19. Association for the Advancement of Automotive Medicine. Abbreviated Injury Scale (AIS). [cited 2022 Apr 28]. Available from: https://www.aaam.org/abbreviated-injury-scale-ais/.
  20. 20. Champion HR, Sacco WJ, Copes WS, Gann DS, Gennarelli TA, Flanagan ME. A revision of the Trauma Score. J Trauma. 1989;29(5):623–9. pmid:2657085
  21. 21. Nijboer C, Triemstra M, Tempelaar R, Sanderman R, van den Bos GA. Measuring both negative and positive reactions to giving care to cancer patients: psychometric qualities of the Caregiver Reaction Assessment (CRA). Soc Sci Med. 1999;48(9):1259–69. pmid:10220024
  22. 22. Malhotra R, Chan A, Malhotra C, Østbye T. Validity and reliability of the Caregiver Reaction Assessment scale among primary informal caregivers for older persons in Singapore. Aging Ment Health. 2012;16(8):1004–15. pmid:22838393
  23. 23. Longo UG, Matarese M, Arcangeli V, Alciati V, Candela V, Facchinetti G, et al. Family Caregiver Strain and Challenges When Caring for Orthopedic Patients: A Systematic Review. J Clin Med. 2020;9(5). pmid:32429398
  24. 24. Schulz R, Czaja SJ, Lustig A, Zdaniuk B, Martire LM, Perdomo D. Improving the quality of life of caregivers of persons with spinal cord injury: a randomized controlled trial. Rehabil Psychol. 2009;54(1):1–15. pmid:19618698
  25. 25. Manskow US, Sigurdardottir S, Røe C, Andelic N, Skandsen T, Damsgård E, et al. Factors Affecting Caregiver Burden 1 Year After Severe Traumatic Brain Injury: A Prospective Nationwide Multicenter Study. J Head Trauma Rehabil. 2015;30(6):411–23. pmid:25119652
  26. 26. Rivera P, Elliott TR, Berry JW, Grant JS. Problem-solving training for family caregivers of persons with traumatic brain injuries: a randomized controlled trial. Arch Phys Med Rehabil. 2008;89(5):931–41. pmid:18452743
  27. 27. Maggio D, Ercolani S, Andreani S, Ruggiero C, Mariani E, Mangialasche F, et al. Emotional and psychological distress of persons involved in the care of patients with Alzheimer disease predicts falls and fractures in their care recipients. Dement Geriatr Cogn Disord. 2010;30(1):33–8. pmid:20689280
  28. 28. Bayen E, Pradat-Diehl P, Jourdan C, Ghout I, Bosserelle V, Azerad S, et al. Predictors of informal care burden 1 year after a severe traumatic brain injury: results from the PariS-TBI study. J Head Trauma Rehabil. 28(6):408–18. pmid:22691963
  29. 29. Lin P, Lu CM. Hip fracture: family caregivers’ burden and related factors for older people in Taiwan. J Clin Nurs. 2005;14(6):719–26. pmid:15946280
  30. 30. Cheng Y, Yeoh BSA, Zhang J. Still ‘breadwinners’ and ‘providers’: Singaporean husbands, money and masculinity in transnational marriages. Gender, Place & Culture. 2015;22(6):867–83.
  31. 31. Institute of Policy Studies. “Stay-at-home” fathers and their families: What lessons for policymakers? [posted 2020 Jan 30; cited 2022 Mar 22]. Available from: https://lkyspp.nus.edu.sg/ips/news/details/stay-at-home-fathers-and-their-families-what-lessons-for-policymakers.
  32. 32. Zwar L, Angermeyer MC, Matschinger H, Riedel-Heller SG, König H-H, et al. Are informal family caregivers stigmatized differently based on their gender or employment status?: a German study on public stigma towards informal long-term caregivers of older individuals. BMC Public Health. 2021;21(1). pmid:34656105
  33. 33. Tough H, Brinkhof MWG, Siegrist J, Fekete C. Social inequalities in the burden of care: A dyadic analysis in the caregiving partners of persons with a physical disability. Int J Equity Health. 2019;19(1). pmid:31892324
  34. 34. Fawcett VJ, Flynn-O’Brien KT, Shorter Z, Davidson G, Bulger E, et al. Risk factors for unplanned readmissions in older adult trauma patients in Washington State: a completing risk analysis. J Am Coll Surg. 2015;220, 330–8. pmid:25542280