Subsequent Injury Study (SInS): Improving outcomes for injured New Zealanders

Preference-based measures of health-related quality of life in Indigenous people: a systematic review

PURPOSE

In many countries, there are calls to address health inequalities experienced by Indigenous people. Preference-based measures (PBMs) provide a measurement of health-related quality of life and can support resource allocation decisions. This review aimed to identify, summarize, and appraise the literature reporting the use and performance of PBMs with Indigenous people.

METHODS

Eleven major databases were searched from inception to August 31, 2022. Records in English that (1) assessed any measurement property of PBMs, (2) directly elicited health preferences, (3) reported the development or translation of PBMs for Indigenous people, or (4) measured health-related quality of life (HRQL) using PBMs were included. Ethically engaged research with Indigenous people was considered as an element of methodological quality. Data was synthesized descriptively (PROSPERO ID: CRD42020205239).

RESULTS

Of 3139 records identified, 81 were eligible, describing psychometric evaluation (n = 4), preference elicitation (n = 4), development (n = 4), translation (n = 2), and HRQL measurement (n = 71). 31 reported ethically engaged research. Reports originated primarily from Australia (n = 38), New Zealand (n = 20), USA (n = 9) and Canada (n = 6). Nearly all (n = 73) reported indirect, multi-attribute PBMs, the most common of which was the EQ-5D (n = 50).

CONCLUSION

A large number of recent publications from diverse disciplines report the use of PBMs with Indigenous people, despite little evidence on measurement properties in these populations. Understanding the measurement properties of PBMs with Indigenous people is important to better understand how these measures might, or might not, be used in policy and resource decisions affecting Indigenous people. (Funding: EuroQoL Research Foundation).

Reflections on the Prospective Outcomes of Injury Study (POIS; 2006-2023): how population-based research can address Māori outcomes and governance

Injury is a leading cause of disability. Twenty years ago, we knew financial costs of injury were high but little was known about the short, medium and long-term outcomes after injury. In 2006, a Pilot Study and engagement with Māori across the country was undertaken to discuss the planned main study to understand how best to design a study that was meaningful and beneficial to Māori and policy-makers. Between 2007-2009, 2,856 injured New Zealanders (including 20% Māori) with an Accident Compensation Corporation (ACC) entitlement claim were recruited to the Prospective Outcomes of Injury Study (POIS). Participants shared detailed information (at 3, 12 and 24 months, and 12-years post-injury) about a broad range of topics including: the injury, socio-demographics, health, health services access, employment and wellbeing. Administrative data about injury-related hospitalisations, the sentinel injury and subsequent injuries were also collected, as well as in-depth qualitative interviews. This paper focuses on the why, how and impacts of POIS, especially in relation to Māori design and approaches, capability and capacity building, and leadership. Focusing on these aspects for Māori within POIS over time has ensured delivery of findings capable of informing and improving outcomes and policy. In particular, POIS has had considerable impact, influencing ACC's research strategy and outcomes' focus, and has provided disability, health, and wellbeing outcomes knowledge previously unavailable, especially for Māori.

Predictors of hospital readmission after trauma: A retrospective cohort study in New Zealand

INTRODUCTION

Understanding predictors of hospital readmission following major trauma is important as readmissions are costly and some are potentially avoidable. This study describes the incidence of, and sociodemographic, injury-related and treatment-related factors predictive of, hospital readmission related to: a) all-causes, b) the index trauma injury, and c) subsequent injury events in the 30 days and 12 months following discharge for major trauma patients nationally in New Zealand.

METHODS

Data from the New Zealand Trauma Registry (NZTR) was linked with Ministry of Health hospital discharge data. Hospital readmissions were examined for all patients entered into the NZTR for an injury event between 1 January and 31 December 2018. Readmissions were examined for the 12-months following the discharge date for participant's index trauma injury.

RESULTS

Of 1986 people, 42% had ≥1 readmission in the 12 months following discharge; 15% within 30 days. Seven percent had ≥1 readmission related to the index trauma within 30 days of discharge; readmission was 3.43 (95% CI 1.87, 6.29) times as likely if the index trauma was self-inflicted compared to unintentional, and 1.64 (95% CI 1.15, 2.34) times as likely if the index trauma involved intensive care unit admission. Those admitted to hospital for longer for their index trauma were less likely to be readmitted due to their index trauma injury within 30 days compared to those admitted for 0-1 day. Seventeen percent were readmitted for a subsequent injury event within 12 months, with readmission more likely for older people (>65 years), those with comorbidities, Māori compared with non-Māori and those with higher trauma injury severity.

CONCLUSION

A substantial proportion of people are readmitted after discharge for major trauma. Factors identified in this study will be useful to consider when developing interventions to reduce preventable readmissions including those related to the index trauma injury, readmissions from other causes and subsequent injury-related readmissions. Further research specifically examining planned and unplanned readmissions is warranted.

Participation in paid and unpaid work one year after injury and the impact of subsequent injuries for Māori: Results from a longitudinal cohort study in New Zealand

INTRODUCTION

Indigenous populations experience greater injury burdens than non-indigenous groups. This paper investigated, for injured Māori (New Zealand's indigenous population): 1) participation in paid and unpaid work 12 months after injury, 2) whether subsequent injuries are predictive of reduced participation, and 3) if particular characteristics of subsequent injuries predict reduced participation.

METHODS

The Subsequent Injury Study utilised data from the earlier Prospective Outcomes of Injury Study, a study of 2856 injured New Zealanders (including 566 Māori; 20%) who had an Accident Compensation Corporation (ACC; New Zealand's no-fault injury insurer) entitlement claim (sentinel injury). Data about subsequent injuries reported to ACC and hospital discharge data for injuries resulting in hospitalisation were also utilised. Multivariable models were used to examine if certain aspects of subsequent injury predicted either of two outcomes - reduced participation in paid, and unpaid work 12 months after a sentinel injury.

RESULTS

Eligible participants were identified from the 405 Māori participants interviewed at 12 months. Thirty-two percent sustained at least one ACC subsequent injury, and 16% reported reduced participation in unpaid work. Of the eligible participants working for pay at the time of their sentinel injury, 35% reported reduced participation in paid work. Although the relationship between sustaining a subsequent injury (or not) and reduced participation in paid work was unclear (aRR 1.4, 95%CI 0.9,2.3), particular subsequent injury characteristics were identified as being independently predictive: subsequent injury resulting from an assault (aRR 2.4, 95%CI 1.2,4.9), a subsequent injury involving an entitlement claim (aRR 2.0, 95%CI 1.1,3.4), sustaining more than one subsequent injury (aRR 2.0, 95%CI 1.1,3.6), and only non-work-related subsequent injuries (aRR 1.6, 95%CI 1.0,2.7).

CONCLUSIONS

Reduced participation in paid work is prevalent for Māori after an ACC entitlement claim injury. Particular characteristics of subsequent injuries after such an event impacts on participation in paid work 12 months after the sentinel injury, but the picture is less clear for unpaid work. Understanding the changes in paid and unpaid work, and the predictive characteristics of subsequent injuries for injured Māori, is important for future injury prevention strategies and supporting return to work rehabilitation programmes, specifically for Māori.

Preventing subsequent injury: Healthcare providers' perspectives on untapped potential

INTRODUCTION

Many individuals who experience an injury go on to have subsequent injuries. This study examined the views of health professionals about potential opportunities to prevent subsequent injuries.

METHODS

Semi-structured individual interviews were held with a range of health professionals involved in treating injuries. Interviews examined opportunities for the prevention of subsequent injuries, particularly opportunities that may be implemented by health professionals. A thematic analysis of the data was undertaken.

RESULTS

Thirteen health professionals were interviewed, including physiotherapists, occupational therapists, and emergency department staff. Opportunities to prevent subsequent injuries aligned with the Dahlgren-Whitehead model of health determinants, representing opportunities to focus on demographic factors (e.g. older adults), individual lifestyle factors (e.g. alcohol consumption), social and community networks (e.g. social isolation), living and working conditions (e.g. access to preventive healthcare), and general socioeconomic, cultural, and environmental conditions (e.g. changes in legislation).

CONCLUSIONS

Health professionals identified a number of opportunities for subsequent injury prevention, ranging from individually oriented interventions to broader societal interventions. Within their roles, health professionals highlighted potential opportunities to provide education, modify attitudes, engage in multi-disciplinary teamwork, and serve as advocates. Use of these strategies could help to reduce the disability burden presented by subsequent injuries.

Prospective Outcomes of Injury Study 10 Years on (POIS-10): An Observational Cohort Study

Injury is a leading cause of disability and is costly. This prospective cohort study extension aims to improve disability, health, and wellbeing outcomes for injured New Zealanders, including for Māori. We will identify predictors and modifiable risk factors of long-term outcomes (positive and negative), and develop an Injury Early Care Tool (INJECT) to inform the implementation of effective interventions to improve outcomes. In the Prospective Outcomes of Injury Study (POIS), 2856 people participated following an injury (occurring between 2007 and 2009) registered with New Zealand's no-fault accident compensation scheme (ACC). POIS-10 will invite 2121 people (including 358 Māori) who completed a 24-month POIS interview and agreed to follow-up, anticipating 75% participation (n = 1591). Interviews will collect sociodemographic characteristics, life events, comorbidities, and new injuries since participants' 24-month interview, as well as key disability, health, and wellbeing outcomes 12 years post-injury. Injury-related data will be collected from ACC and hospitalisation records 12 years post-injury. Regression models for the main outcomes will examine the direct effects of predictor variables after adjustment for a wide range of confounders. POIS-10 is enhanced by our partnership with ACC, and expert advisors and will benefit injured people, including Māori, through increased understanding of mechanisms and interventions to improve long-term post-injury outcomes.

Predictors of subsequent injury at work: findings from a prospective cohort of injured workers in New Zealand

OBJECTIVES

People who have experienced a work-related injury can experience further work injuries over time. This study examines predictors of subsequent work-related injuries over 24 months among a cohort of injured workers.

METHODS

Participants were those recruited to the earlier Prospective Outcomes of Injury Study (POIS) who had a work-related injury (the 'sentinel' injury). Data from POIS participant interviews were combined with administrative data from the Accident Compensation Corporation (New Zealand's no-fault universal injury insurer) and hospital discharge data. Modified Poisson regression modelling was used to examine whether presentinel injury sociodemographic and health, sentinel injury or presentinel injury work-related factors predicted subsequent work-related injuries.

RESULTS

Over a third of participants (37%) had at least one subsequent work-related injury in 24 months. Factors associated with an increased risk of work-related subsequent injury included being in a job involving carrying or moving heavy loads more than half the time compared with those in jobs that never involved such tasks (RR 1.42, 95% CI 1.01 to 2.01), having an inadequate household income compared with those with an adequate household income (RR 1.33, 95% CI 1.02 1.74) and being aged 50-64 years compared with those aged 30-49 years (RR 1.25, 95% 1.00 to 1.57).

CONCLUSION

Subsequent work-related injuries occur frequently, and presenting with a work-related injury indicates a potentially important intervention point for subsequent injury prevention. While the strength of associations were not strong, factors identified in this study that showed an increased risk of subsequent work-related injuries may provide a useful focus for injury prevention or rehabilitation attention.

Predictors of severe or multiple subsequent injuries over 24 months among an already-injured cohort in New Zealand

INTRODUCTION

Interventions to reduce subsequent injuries among already-injured people presenting to healthcare providers may reduce the overall burden of injury. However, in order to develop such interventions it is necessary to understand what predicts subsequent injuries. This knowledge is currently limited for general injury populations. This prospective Subsequent Injury Study aims to determine pre-injury sociodemographic and heath factors, and injury-related factors, that predict subsequent injury claims reported to Accident Compensation Corporation (ACC, New Zealand's universal injury insurer) in the 24 months following an ACC entitlement claim injury ('sentinel' injury). Two separate outcome variables were used to identify subsequent injuries of interest: having (1) at least one high severity injury claim (New Injury Severity Scores ≥4), or (2) two or more claims (injuries of any severity).

METHODS

This study combines: (1) participant interviews (from our earlier Prospective Outcomes of Injury Study), (2) ACC data about sentinel injuries which led to participants being recruited, and all subsequent injuries involving an ACC claim in the 24 months following that sentinel injury, and (3) hospital discharge data for sentinel and subsequent injuries involving hospitalisation. Potential predictors (pre-sentinel injury sociodemographic and health variables, sentinel injury related variables) were identified using modified Poisson regression models.

RESULTS

Severe and multiple ACC-reported subsequent injuries (ACC-SI) were each more likely to occur for participants with a self-reported prior injury affecting them at the time of their sentinel injury, and for those who prior to their sentinel injury event had pain/discomfort, or were physically active on five or more days of the week. A lower likelihood of severe or multiple ACC-SI was more common in those aged 30-64 years compared with those aged 18-29 years, those of 'other' ethnicity compared to sole New Zealand European ethnicity, and if the sentinel injury involved hospitalisation. Multiple ACC-SI were more likely for males, and for participants with ≥2 chronic conditions compared to those with none.

CONCLUSIONS

Factors identified in this study may provide useful flags to help healthcare providers and policy makers identify people at increased risk of severe or multiple subsequent injuries who may benefit from targeted injury prevention strategies or interventions.

Impact of further injury on participation in work and activities among those previously injured: results from a New Zealand prospective cohort study

PURPOSE

To examine participation in paid work, unpaid work and activities 12 months after a sentinel (initial) injury, and to determine the impact of sustaining a subsequent injury (SI) on these participation outcomes.

METHODS

Participants were recruited to the Prospective Outcomes of Injury Study following an Accident Compensation Corporation (ACC; New Zealand's no-fault injury insurer) entitlement claim injury. Outcomes were whether participants reported reduced paid work hours, reduced unpaid work (e.g. housework, gardening) or reduced activities (e.g. socialising, leisure pursuits) at 12 months compared to before the sentinel injury event. SIs were ACC claims of any type. Using multivariable models, characteristics of SIs were examined as potential predictors of reduced participation.

RESULTS

At 12 months, 30% had reduced paid work hours, 12% had reduced unpaid work and 25% had reduced activities. Sustaining a SI predicted reduced paid work (RR 1.5; 95% CI 1.2, 1.8), but not unpaid work or activities. Participants who had sustained intracranial SIs were at highest risk of reduced paid work (RR 3.2, 95% CI 1.9, 5.2). Those sustaining SIs at work were less likely to have reduced paid work (RR 0.7; 95% CI 0.6, 1.0) than those with only non-work SIs. Participants sustaining assaultive SIs had higher risk of reduced unpaid work (RR 2.6, 95% CI 1.0, 6.8).

CONCLUSIONS

Reduced participation is prevalent after a substantive sentinel injury, and sustaining a SI impacts on return to paid work. Identification of SI characteristics that put people at high risk of participation restriction may be useful for focusing on rehabilitative attention.