Statistical modelling for falls count data
- Ullah, Shahid, Finch, Caroline, Day, Lesley
- Authors: Ullah, Shahid , Finch, Caroline , Day, Lesley
- Date: 2010
- Type: Text , Journal article
- Relation: Accident Analysis and Prevention Vol. 42, no. 2 (2010), p. 384-392
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Full Text:
- Reviewed:
- Description: Falls and their injury outcomes have count distributions that are highly skewed toward the right with clumping at zero, posing analytical challenges. Different modelling approaches have been used in the published literature to describe falls count distributions, often without consideration of the underlying statistical and modelling assumptions. This paper compares the use of modified Poisson and negative binomial (NB) models as alternatives to Poisson (P) regression, for the analysis of fall outcome counts. Four different count-based regression models (P, NB, zero-inflated Poisson (ZIP), zero-inflated negative binomial (ZINB)) were each individually fitted to four separate fall count datasets from Australia, New Zealand and United States. The finite mixtures of P and NB regression models were also compared to the standard NB model. Both analytical (F, Vuong and bootstrap tests) and graphical approaches were used to select and compare models. Simulation studies assessed the size and power of each model fit. This study confirms that falls count distributions are over-dispersed, but not dispersed due to excess zero counts or heterogeneous population. Accordingly, the P model generally provided the poorest fit to all datasets. The fit improved significantly with NB and both zero-inflated models. The fit was also improved with the NB model, compared to finite mixtures of both P and NB regression models. Although there was little difference in fit between NB and ZINB models, in the interests of parsimony it is recommended that future studies involving modelling of falls count data routinely use the NB models in preference to the P or ZINB or finite mixture distribution. The fact that these conclusions apply across four separate datasets from four different samples of older people participating in studies of different methodology, adds strength to this general guiding principle. © 2009 Elsevier Ltd. All rights reserved.
- Authors: Ullah, Shahid , Finch, Caroline , Day, Lesley
- Date: 2010
- Type: Text , Journal article
- Relation: Accident Analysis and Prevention Vol. 42, no. 2 (2010), p. 384-392
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Full Text:
- Reviewed:
- Description: Falls and their injury outcomes have count distributions that are highly skewed toward the right with clumping at zero, posing analytical challenges. Different modelling approaches have been used in the published literature to describe falls count distributions, often without consideration of the underlying statistical and modelling assumptions. This paper compares the use of modified Poisson and negative binomial (NB) models as alternatives to Poisson (P) regression, for the analysis of fall outcome counts. Four different count-based regression models (P, NB, zero-inflated Poisson (ZIP), zero-inflated negative binomial (ZINB)) were each individually fitted to four separate fall count datasets from Australia, New Zealand and United States. The finite mixtures of P and NB regression models were also compared to the standard NB model. Both analytical (F, Vuong and bootstrap tests) and graphical approaches were used to select and compare models. Simulation studies assessed the size and power of each model fit. This study confirms that falls count distributions are over-dispersed, but not dispersed due to excess zero counts or heterogeneous population. Accordingly, the P model generally provided the poorest fit to all datasets. The fit improved significantly with NB and both zero-inflated models. The fit was also improved with the NB model, compared to finite mixtures of both P and NB regression models. Although there was little difference in fit between NB and ZINB models, in the interests of parsimony it is recommended that future studies involving modelling of falls count data routinely use the NB models in preference to the P or ZINB or finite mixture distribution. The fact that these conclusions apply across four separate datasets from four different samples of older people participating in studies of different methodology, adds strength to this general guiding principle. © 2009 Elsevier Ltd. All rights reserved.
Population-level estimates of child restraint practices among children aged 0-12 years in NSW, Australia
- Brown, Julie, Hatfield, Julie, Du, Wei, Finch, Caroline, Bilston, Lynne
- Authors: Brown, Julie , Hatfield, Julie , Du, Wei , Finch, Caroline , Bilston, Lynne
- Date: 2010
- Type: Text , Journal article
- Relation: Accident Analysis and Prevention Vol. 42, no. 6 (2010), p. 2144-2148
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Full Text:
- Reviewed:
- Description: This cross-sectional study provides population-referenced data on the restraints used and the extent of incorrect restraint use, among child vehicle passengers aged 0-12 years in NSW, Australia. A multistage stratified cluster sampling plan was used to randomly select vehicles from baby/child health clinics, pre-schools/day care centres, and primary schools across NSW to undergo detailed inspection of restraints used by child occupants within those vehicles. Overall, there were very high restraint usage rates (>99% of sampled children) but fewer than one quarter of children were using the correct size-appropriate restraints. Incorrect use (51.4%) was as common as inappropriate use (51.2%). Incorrect use was highest among users of dedicated child restraint systems (OR 16.0, 95% CI 6.9-36.0), and was more likely among those using size-appropriate restraints than those using inappropriate restraints (OR 1.8 95% CI 1.1-3.2); and among convertible restraints than those designed for a single mode of use (OR 1.5 95% CI 1.2-1.7). As incorrect use substantially reduces the protection from injury that is offered by child restraints, it is important that future strategies to reduce casualties among child occupants target both inappropriate and incorrect use. © 2010 Elsevier Ltd. All rights reserved.
- Authors: Brown, Julie , Hatfield, Julie , Du, Wei , Finch, Caroline , Bilston, Lynne
- Date: 2010
- Type: Text , Journal article
- Relation: Accident Analysis and Prevention Vol. 42, no. 6 (2010), p. 2144-2148
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Full Text:
- Reviewed:
- Description: This cross-sectional study provides population-referenced data on the restraints used and the extent of incorrect restraint use, among child vehicle passengers aged 0-12 years in NSW, Australia. A multistage stratified cluster sampling plan was used to randomly select vehicles from baby/child health clinics, pre-schools/day care centres, and primary schools across NSW to undergo detailed inspection of restraints used by child occupants within those vehicles. Overall, there were very high restraint usage rates (>99% of sampled children) but fewer than one quarter of children were using the correct size-appropriate restraints. Incorrect use (51.4%) was as common as inappropriate use (51.2%). Incorrect use was highest among users of dedicated child restraint systems (OR 16.0, 95% CI 6.9-36.0), and was more likely among those using size-appropriate restraints than those using inappropriate restraints (OR 1.8 95% CI 1.1-3.2); and among convertible restraints than those designed for a single mode of use (OR 1.5 95% CI 1.2-1.7). As incorrect use substantially reduces the protection from injury that is offered by child restraints, it is important that future strategies to reduce casualties among child occupants target both inappropriate and incorrect use. © 2010 Elsevier Ltd. All rights reserved.
- Petrass, Lauren, Blitvich, Jennifer, Finch, Caroline
- Authors: Petrass, Lauren , Blitvich, Jennifer , Finch, Caroline
- Date: 2011
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 17, no. 4 (2011), p. 244-249
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Relation: http://purl.org/au-research/grants/nhmrc/565904
- Full Text: false
- Reviewed:
- Description: Objective: To identify independent factors associated with caregiver supervision levels at beaches. Methods: Children (aged 1-14 years) engaged in beach play and their caregivers were observed at Australian beaches during September-April, 2008/09. Caregiver, child, and environmental factor data were collected and recorded on a validated observation instrument. The main outcome of interest was a continuous measure of supervision. After adjusting for potential clustering by beach/state, multivariable linear regression was used to identify independent factors associated with caregiver supervision. Results: Four independent predictors of supervision and one interaction effect (child age by the caregiver and child position on beach) were identified. Caregivers who were supervising from a different position to where the child was playing were less likely to provide high supervision, as were older caregivers (>35 years) compared to younger caregivers (≤34 years). Compared to children playing alone, children playing with one, or two or more others were less likely to receive high supervision, and children aged 1-4 years were likely to receive higher supervision than older children. Conclusion: This study provides new knowledge about underlying factors associated with the level of caregiver supervision in beach settings. Future studies should continue to explore independent predictors of supervision so that effective programmes, which focus on caregiver supervision, can be targeted to address poor supervision practices.
Injury reporting via SMS text messaging in community sport
- Ekegren, Christina, Gabbe, Belinda, Finch, Caroline
- Authors: Ekegren, Christina , Gabbe, Belinda , Finch, Caroline
- Date: 2013
- Type: Text , Journal article
- Relation: Injury Prevention Vol.20, no.4 (2013), p.266-271.
- Full Text:
- Reviewed:
- Description: Background: The use of text messaging or short message service (SMS) for injury reporting is a recent innovation in sport and has not yet been trialled at the community level. Considering the lack of personnel and resources in community sport, SMS may represent a viable option for ongoing injury surveillance. The aim of this study was to evaluate the feasibility of injury self-reporting via SMS in community Australian football. Methods: A total of 4 clubs were randomly selected from a possible 22 men's community Australian football clubs. Consenting players received an SMS after each football round game asking whether they had been injured in the preceding week. Outcome variables included the number of SMS-reported injuries, players’ response rates and response time. Poisson regression was used to evaluate any change in response rate over the season and the association between response rate and the number of reported injuries. Results: The sample of 139 football players reported 167 injuries via SMS over the course of the season. The total response rate ranged from 90% to 98%. Of those participants who replied on the same day, 47% replied within 5 min. The number of reported injuries decreased as the season progressed but this was not significantly associated with a change in the response rate. Conclusions: The number of injuries reported via SMS was consistent with previous studies in community Australian football. Injury reporting via SMS yielded a high response rate and fast response time and should be considered a viable injury reporting method for community sports settings.
- Authors: Ekegren, Christina , Gabbe, Belinda , Finch, Caroline
- Date: 2013
- Type: Text , Journal article
- Relation: Injury Prevention Vol.20, no.4 (2013), p.266-271.
- Full Text:
- Reviewed:
- Description: Background: The use of text messaging or short message service (SMS) for injury reporting is a recent innovation in sport and has not yet been trialled at the community level. Considering the lack of personnel and resources in community sport, SMS may represent a viable option for ongoing injury surveillance. The aim of this study was to evaluate the feasibility of injury self-reporting via SMS in community Australian football. Methods: A total of 4 clubs were randomly selected from a possible 22 men's community Australian football clubs. Consenting players received an SMS after each football round game asking whether they had been injured in the preceding week. Outcome variables included the number of SMS-reported injuries, players’ response rates and response time. Poisson regression was used to evaluate any change in response rate over the season and the association between response rate and the number of reported injuries. Results: The sample of 139 football players reported 167 injuries via SMS over the course of the season. The total response rate ranged from 90% to 98%. Of those participants who replied on the same day, 47% replied within 5 min. The number of reported injuries decreased as the season progressed but this was not significantly associated with a change in the response rate. Conclusions: The number of injuries reported via SMS was consistent with previous studies in community Australian football. Injury reporting via SMS yielded a high response rate and fast response time and should be considered a viable injury reporting method for community sports settings.
- Authors: Finch, Caroline
- Date: 2012
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 18, no. 5 (2012), p. 356
- Full Text: false
- Reviewed:
- Vu, Trang, Finch, Caroline, Day, Lesley
- Authors: Vu, Trang , Finch, Caroline , Day, Lesley
- Date: 2012
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 18, no. Supplement 1 (2012), p. A121
- Full Text: false
- Reviewed:
- Description: Background: Nearly half to 60% of falls in community-dwelling older people aged 65+ years result in physical injuries and 20%–50% of these require medical attention, including emergency department visit and hospitalisation. Fallers who stay in hospital longer than would be expected based on the primary injury diagnosis create an excess financial burden on the health system and represent a priority target group for fall prevention. Objectives: To identify and characterise high-length-of-stay (HLOS) patients among community-dwelling older people aged 65+ years hospitalised for fall-related injury. Methods: We analysed hospital discharge data from Victoria, Australia, to identify and characterise HLOS patients among community-dwelling older people aged 65+ years hospitalised for fall-related injury. We defined an episode as HLOS if the length of stay (LOS) was more than three times the average LOS for a particular diagnosis-related group. Results: Between 2005/06 and 2007/08 6822 patients (14.2% of the study group of which 73.8% were women) had ≥1 episode classified as HLOS. The HLOS patients accounted for 19.9% of episodes and 39.9% of bed days. HLOS patients were similar to non-HLOS patients in terms of indigenous status, in-hospital mortality and ethnicity. However, HLOS patients were older, less likely to be married, less likely to have hospital insurance and more likely to have comorbidity than non-HLOS patients. Significance/Contribution to the Field: This study identifies priority groups for a targeted prevention approach.
Child restraint fitting stations reduce incorrect restraint use among child occupants
- Brown, Julie, Finch, Caroline, Hatfield, Julie, Bilston, Lynne
- Authors: Brown, Julie , Finch, Caroline , Hatfield, Julie , Bilston, Lynne
- Date: 2011
- Type: Text , Journal article
- Relation: Accident Analysis and Prevention Vol. 43, no. 3 (May, 2011), p. 1128-1133
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Full Text: false
- Reviewed:
- Description: This study evaluated the effectiveness of the NSW Restraint Fitting Station Network in preventing incorrect use of rearward facing and forward facing child restraints. The way children used restraints was observed randomly as they arrived at observation sites during a cross-sectional ecological study across New South Wales, Australia. Trained researchers examined restraint system installation once the child left the vehicle. A structured interview was also conducted with the driver. Logistic regression was used to examine the association between parental report of ever having the restraint checked at a Restraint Fitting Station and whether or not the restraint was used correctly, while controlling for potential confounders and accounting for the complex sample design. Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated. The results demonstrated that children of respondents who did not use Restraint Fitting Stations were 1.8 times more likely to be incorrectly using their restraints (95% CI 1.1–2.8) than children of Restraint Fitting Station users. Regardless of whether or not a Restraint Fitting Station had been used, there was a trend towards a greater likelihood of incorrect restraint use as the length of restraint ownership increased (OR 1.3 95% CI 1.0–1.7). These results are important for developing strategies aimed at reducing child occupant casualties by reducing the rate of incorrect restraint use, and support programs encouraging the use of Restraint Fitting Stations and similar services as a countermeasure to incorrect use.
A systematic review of core implementation components in team ball sport injury prevention trials
- O'Brien, James, Finch, Caroline
- Authors: O'Brien, James , Finch, Caroline
- Date: 2014
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 20, no. 5 (2014), p.357-362
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Relation: http://purl.org/au-research/grants/nhmrc/1058737
- Full Text:
- Reviewed:
- Description: Abstract BACKGROUND: Recently, the use of specific exercise programmes to prevent musculoskeletal injuries in team ball sports has gained considerable attention, and the results of large-scale, randomised controlled trials have supported their efficacy. To enhance the translation of these interventions into widespread use, research trials must be reported in a way that allows the players, staff and policymakers associated with sports teams to implement these interventions effectively. In particular, information is needed on core implementation components, which represent the essential and indispensable aspects of successful implementation. OBJECTIVES: To assess the extent to which team ball sport injury prevention trial reports have reported the core implementation components of the intervention, the intervention target and the use of any delivery agents (ie, staff or other personnel delivering the intervention). To summarise which specific types of intervention, intervention target and delivery agents are reported. To develop consensus between reviewers on the reporting of these components. METHODS: Six electronic databases were systematically searched for English-language, peer-reviewed papers on injury prevention exercise programme (IPEP) trials in team ball sports. The reporting of all eligible trials was assessed by two independent reviewers. The reporting of the three core implementation components were coded as 'yes', 'no' or 'unclear'. For cases coded as 'yes', the specific types of interventions, intervention targets and delivery agents were extracted and summarised. RESULTS: The search strategy identified 52 eligible trials. The intervention and the intervention target were reported in all 52 trials. The reporting of 25 trials (48%) specified the use of delivery agents, the reporting of three trials (6%) specified not using delivery agents, and in the reporting of the remaining 24 trials (46%) the use of delivery agents was unclear. The reported intervention type was an IPEP alone in 43 trials (83%), education/instruction in how to deliver an IPEP in three trials (6%) and multiple types of interventions (including an IPEP) in six trials (12%). Players were the most commonly reported intervention target (88%, n=46), followed by multiple targets (8%, n=4) and coaches (4%, n=2). Of the 25 trials for which delivery agents were reported, 13 (52%) reported a single type of delivery agent and 12 (48%) multiple types. The types of delivery agents reported included coaches, physiotherapists, athletic trainers and team captains. CONCLUSIONS: The current reporting of core implementation components in team ball sport IPEP trials is inadequate. In many trial reports, it is unclear whether researchers delivered the IPEP directly to players themselves or engaged delivery agents (eg, coaches, physiotherapists, athletic trainers) to deliver the programme. When researchers do interact with delivery agents, the education/instruction of delivery agents should be acknowledged as an intervention component and the delivery agents as an intervention target. Detailed reporting of implementation components in team ball sport IPEP trials will facilitate the successful replication of these interventions by intended users in practice and by researchers in other studies.
- Authors: O'Brien, James , Finch, Caroline
- Date: 2014
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 20, no. 5 (2014), p.357-362
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Relation: http://purl.org/au-research/grants/nhmrc/1058737
- Full Text:
- Reviewed:
- Description: Abstract BACKGROUND: Recently, the use of specific exercise programmes to prevent musculoskeletal injuries in team ball sports has gained considerable attention, and the results of large-scale, randomised controlled trials have supported their efficacy. To enhance the translation of these interventions into widespread use, research trials must be reported in a way that allows the players, staff and policymakers associated with sports teams to implement these interventions effectively. In particular, information is needed on core implementation components, which represent the essential and indispensable aspects of successful implementation. OBJECTIVES: To assess the extent to which team ball sport injury prevention trial reports have reported the core implementation components of the intervention, the intervention target and the use of any delivery agents (ie, staff or other personnel delivering the intervention). To summarise which specific types of intervention, intervention target and delivery agents are reported. To develop consensus between reviewers on the reporting of these components. METHODS: Six electronic databases were systematically searched for English-language, peer-reviewed papers on injury prevention exercise programme (IPEP) trials in team ball sports. The reporting of all eligible trials was assessed by two independent reviewers. The reporting of the three core implementation components were coded as 'yes', 'no' or 'unclear'. For cases coded as 'yes', the specific types of interventions, intervention targets and delivery agents were extracted and summarised. RESULTS: The search strategy identified 52 eligible trials. The intervention and the intervention target were reported in all 52 trials. The reporting of 25 trials (48%) specified the use of delivery agents, the reporting of three trials (6%) specified not using delivery agents, and in the reporting of the remaining 24 trials (46%) the use of delivery agents was unclear. The reported intervention type was an IPEP alone in 43 trials (83%), education/instruction in how to deliver an IPEP in three trials (6%) and multiple types of interventions (including an IPEP) in six trials (12%). Players were the most commonly reported intervention target (88%, n=46), followed by multiple targets (8%, n=4) and coaches (4%, n=2). Of the 25 trials for which delivery agents were reported, 13 (52%) reported a single type of delivery agent and 12 (48%) multiple types. The types of delivery agents reported included coaches, physiotherapists, athletic trainers and team captains. CONCLUSIONS: The current reporting of core implementation components in team ball sport IPEP trials is inadequate. In many trial reports, it is unclear whether researchers delivered the IPEP directly to players themselves or engaged delivery agents (eg, coaches, physiotherapists, athletic trainers) to deliver the programme. When researchers do interact with delivery agents, the education/instruction of delivery agents should be acknowledged as an intervention component and the delivery agents as an intervention target. Detailed reporting of implementation components in team ball sport IPEP trials will facilitate the successful replication of these interventions by intended users in practice and by researchers in other studies.
Updating the international research agenda for sport injury prevention
- Authors: Finch, Caroline
- Date: 2011
- Type: Text , Editorial , Journal article
- Relation: Injury Prevention Vol. 17, no. 4 (August 2011 2011), p. 217-218
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Full Text:
- Reviewed:
- Description: The International Olympic Committee's World Conference on Prevention of Injury and Illness in Sport, the third in a series of triennial international conferences, was held in Monaco in April 2011. This conference is now the leading research event for many sports injury prevention and sports medicine researchers, and was well attended by over 940 delegates from 85 countries. A particularly pleasing part of the programme was the large emphasis of a number of sessions (including a keynote, several symposia and proffered papers) on the primary prevention of sports injuries, particularly issues relating to the delivery, implementation and uptake of preventive measures in this important context of injury. Abstracts from this meeting have been published in the April Injury Prevention and Health Promotion issue of the British Journal of Sports Medicine (http://bjsm.bmj.com/content/45/4.toc) and online presentations are available for viewing at the conference website (http://www.ioc-preventionconference.org/).
- Authors: Finch, Caroline
- Date: 2011
- Type: Text , Editorial , Journal article
- Relation: Injury Prevention Vol. 17, no. 4 (August 2011 2011), p. 217-218
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Full Text:
- Reviewed:
- Description: The International Olympic Committee's World Conference on Prevention of Injury and Illness in Sport, the third in a series of triennial international conferences, was held in Monaco in April 2011. This conference is now the leading research event for many sports injury prevention and sports medicine researchers, and was well attended by over 940 delegates from 85 countries. A particularly pleasing part of the programme was the large emphasis of a number of sessions (including a keynote, several symposia and proffered papers) on the primary prevention of sports injuries, particularly issues relating to the delivery, implementation and uptake of preventive measures in this important context of injury. Abstracts from this meeting have been published in the April Injury Prevention and Health Promotion issue of the British Journal of Sports Medicine (http://bjsm.bmj.com/content/45/4.toc) and online presentations are available for viewing at the conference website (http://www.ioc-preventionconference.org/).
A protocol for evidence-based targeting and evaluation of statewide strategies for preventing falls among community-dwelling older people in Victoria, Australia
- Day, Lesley, Finch, Caroline, Hill, Keith, Haines, Terry, Clemson, Lindy, Thomas, Margaret, Thompson, Catherine
- Authors: Day, Lesley , Finch, Caroline , Hill, Keith , Haines, Terry , Clemson, Lindy , Thomas, Margaret , Thompson, Catherine
- Date: 2011
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 17, no. 2 (2011), p. 1-8
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Relation: http://purl.org/au-research/grants/nhmrc/546282
- Full Text:
- Reviewed:
- Description: Background: Falls are a significant threat to the safety, health and independence of older citizens. Despite the now substantial evidence about effective falls prevention interventions, translation into falls reductions has not yet been fully realised. While the hip fracture rate is decreasing, the number and rate of fall-related hospital admissions among older people is increasing. The challenge now is to deliver the most effective interventions efficiently at a population level, and for these interventions to be taken up by older people. Objective: To support the development, and evaluation of, effective falls prevention policy and practice in the state of Victoria, Australia. Methods: The RE-AIM model (Reach, Efficacy, Adoption, Implementation, Maintenance) was used to identify strategies for an effective programme. Research objectives were developed to support the strategies. These include: (1) identification of subgroups of older people most frequently admitted to hospital for falls; (2) examining the acceptability of established falls interventions; (3) identification of factors that encourage and support relevant lifestyle changes; (4) identifying opportunities to incorporate confirmed interventions in existing programmes and services; (5) developing guidelines for sustainability. The research results will subsequently guide strategy details for the falls prevention plan. RE-AIM will provide the framework for the evaluation structure. Outcome measures: Measures to monitor the implementation of the selected interventions will be determined for each intervention, based on the five key factors of the RE-AIM model. The overall effect of the falls prevention plan will be monitored by time series analysis of fall-related hospital admission rates for community-dwelling older people.
- Authors: Day, Lesley , Finch, Caroline , Hill, Keith , Haines, Terry , Clemson, Lindy , Thomas, Margaret , Thompson, Catherine
- Date: 2011
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 17, no. 2 (2011), p. 1-8
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Relation: http://purl.org/au-research/grants/nhmrc/546282
- Full Text:
- Reviewed:
- Description: Background: Falls are a significant threat to the safety, health and independence of older citizens. Despite the now substantial evidence about effective falls prevention interventions, translation into falls reductions has not yet been fully realised. While the hip fracture rate is decreasing, the number and rate of fall-related hospital admissions among older people is increasing. The challenge now is to deliver the most effective interventions efficiently at a population level, and for these interventions to be taken up by older people. Objective: To support the development, and evaluation of, effective falls prevention policy and practice in the state of Victoria, Australia. Methods: The RE-AIM model (Reach, Efficacy, Adoption, Implementation, Maintenance) was used to identify strategies for an effective programme. Research objectives were developed to support the strategies. These include: (1) identification of subgroups of older people most frequently admitted to hospital for falls; (2) examining the acceptability of established falls interventions; (3) identification of factors that encourage and support relevant lifestyle changes; (4) identifying opportunities to incorporate confirmed interventions in existing programmes and services; (5) developing guidelines for sustainability. The research results will subsequently guide strategy details for the falls prevention plan. RE-AIM will provide the framework for the evaluation structure. Outcome measures: Measures to monitor the implementation of the selected interventions will be determined for each intervention, based on the five key factors of the RE-AIM model. The overall effect of the falls prevention plan will be monitored by time series analysis of fall-related hospital admission rates for community-dwelling older people.
- Finch, Caroline, Stephan, Karen, Shee, Anna Wong, Hill, Keith, Haines, Terry, Clemson, Lindy, Day, Lesley
- Authors: Finch, Caroline , Stephan, Karen , Shee, Anna Wong , Hill, Keith , Haines, Terry , Clemson, Lindy , Day, Lesley
- Date: 2015
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 21, no. 4 (2015), p. 254-259
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Relation: http://purl.org/au-research/grants/nhmrc/1058737
- Relation: http://purl.org/au-research/grants/nhmrc/546282
- Full Text: false
- Reviewed:
- Description: Background: There has been limited research investigating the relationship between injurious falls and hospital resource use. The aims of this study were to identify clusters of community-dwelling older people in the general population who are at increased risk of being admitted to hospital following a fall and how those clusters differed in their use of hospital resources. Methods: Analysis of routinely collected hospital admissions data relating to 45 374 fall-related admissions in Victorian community-dwelling older adults aged ≥65 years that occurred during 2008/2009 to 2010/2011. Fall-related admission episodes were identified based on being admitted from a private residence to hospital with a principal diagnosis of injury (International Classification of Diseases (ICD)-10-AM codes S00 to T75) and having a first external cause of a fall (ICD-10-AM codes W00 to W19). A cluster analysis was performed to identify homogeneous groups using demographic details of patients and information on the presence of comorbidities. Hospital length of stay (LOS) was compared across clusters using competing risks regression. Results: Clusters based on area of residence, demographic factors (age, gender, marital status, country of birth) and the presence of comorbidities were identified. Clusters representing hospitalised fallers with comorbidities were associated with longer LOS compared with other cluster groups. Clusters delineated by demographic factors were also associated with increased LOS. Conclusions: All patients with comorbidity, and older women without comorbidities, stay in hospital longer following a fall and hence consume a disproportionate share of hospital resources. These findings have important implications for the targeting of falls prevention interventions for community-dwelling older people. © 2015, BMJ Publishing Group. All right reserved.
Preventing Australian football injuries with a targeted neuromuscular control exercise programme: comparative injury rates from a training intervention delivered in a clustered randomised controlled trial
- Finch, Caroline, Twomey, Dara, Fortington, Lauren, Doyle, Tim, Elliott, Bruce, Akram, Muhammad, Lloyd, David
- Authors: Finch, Caroline , Twomey, Dara , Fortington, Lauren , Doyle, Tim , Elliott, Bruce , Akram, Muhammad , Lloyd, David
- Date: 2016
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 22, no. 2 (Apr 2016), p. 123-128
- Relation: http://purl.org/au-research/grants/nhmrc/1058737
- Full Text:
- Reviewed:
- Description: Background Exercise-based training programmes are commonly used to prevent sports injuries but programme effectiveness within community men's team sport is largely unknown. Objective To present the intention-to-treat analysis of injury outcomes from a clustered randomised controlled trial in community Australian football. Methods Players from 18 male, non-elite, community Australian football clubs across two states were randomly allocated to either a neuromuscular control (NMC) (intervention n=679 players) or standard-practice (control n=885 players) exercise training programme delivered as part of regular team training sessions (2x weekly for 8-week preseason and 18-week regularseason). All game-related injuries and hours of game participation were recorded. Generalised estimating equations, adjusted for clustering (club unit), were used to compute injury incidence rates (IIRs) for all injuries, lower limb injuries (LLIs) and knee injuries sustained during games. The IIRs were compared across groups with cluster-adjusted Injury Rate Ratios (IRRs). Results Overall, 773 game injuries were recorded. The lower limb was the most frequent body region injured, accounting for 50% of injuries overall, 96 (12%) of which were knee injuries. The NMC players had a reduced LLI rate compared with control players (IRR: 0.78 (95% CI 0.56 to 1.08), p=0.14.) The knee IIR was also reduced for NMC compared with control players (IRR: 0.50 (95% CI 0.24 to 1.05), p=0.07). Conclusions These intention-to-treat results indicate that positive outcomes can be achieved from targeted training programmes for reducing knee and LLI injury rates in men's community sport. While not statistically significant, reducing the knee injury rate by 50% and the LLI rate by 22% is still a clinically important outcome. Further injury reductions could be achieved with improved training attendance and participation in the programme.
- Authors: Finch, Caroline , Twomey, Dara , Fortington, Lauren , Doyle, Tim , Elliott, Bruce , Akram, Muhammad , Lloyd, David
- Date: 2016
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 22, no. 2 (Apr 2016), p. 123-128
- Relation: http://purl.org/au-research/grants/nhmrc/1058737
- Full Text:
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- Description: Background Exercise-based training programmes are commonly used to prevent sports injuries but programme effectiveness within community men's team sport is largely unknown. Objective To present the intention-to-treat analysis of injury outcomes from a clustered randomised controlled trial in community Australian football. Methods Players from 18 male, non-elite, community Australian football clubs across two states were randomly allocated to either a neuromuscular control (NMC) (intervention n=679 players) or standard-practice (control n=885 players) exercise training programme delivered as part of regular team training sessions (2x weekly for 8-week preseason and 18-week regularseason). All game-related injuries and hours of game participation were recorded. Generalised estimating equations, adjusted for clustering (club unit), were used to compute injury incidence rates (IIRs) for all injuries, lower limb injuries (LLIs) and knee injuries sustained during games. The IIRs were compared across groups with cluster-adjusted Injury Rate Ratios (IRRs). Results Overall, 773 game injuries were recorded. The lower limb was the most frequent body region injured, accounting for 50% of injuries overall, 96 (12%) of which were knee injuries. The NMC players had a reduced LLI rate compared with control players (IRR: 0.78 (95% CI 0.56 to 1.08), p=0.14.) The knee IIR was also reduced for NMC compared with control players (IRR: 0.50 (95% CI 0.24 to 1.05), p=0.07). Conclusions These intention-to-treat results indicate that positive outcomes can be achieved from targeted training programmes for reducing knee and LLI injury rates in men's community sport. While not statistically significant, reducing the knee injury rate by 50% and the LLI rate by 22% is still a clinically important outcome. Further injury reductions could be achieved with improved training attendance and participation in the programme.
Guidance for sports injury surveillance : The 20-year influence of the australian sports injury data dictionary
- Finch, Caroline, Staines, Carolyn
- Authors: Finch, Caroline , Staines, Carolyn
- Date: 2018
- Type: Text , Journal article , Review
- Relation: Injury Prevention Vol. 24, no. 5 (2018), p. 372-380
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- Description: Background Injury prevention requires information about how, why, where and when injuries occur. The Australian Sports Injury Data Dictionary (ASIDD) was developed to guide sports injury data collection and reporting. Sports Medicine Australia (SMA) disseminated associated data collection forms and an online tool to practitioners and the sports community. This paper assesses the long-term value, usefulness and relevance of the ASIDD and SMA tools. Methods A systematic search strategy identified both peer-reviewed and grey literature that used the ASIDD and/or the SMA tools, during 1997-2016. A text-based search was conducted within 10 electronic databases, as well as a Google Image search for the SMA tools. Documents were categorised according to ASIDD use as: (1) collected injury data; (2) informed data coding; (3) developed an injury data collection tool and/or (4) reference only. Results Of the 36 peer-reviewed articles, 83% directly referred to ASIDD and 17% mentioned SMA tools. ASIDD was mainly used for data coding (42%), reference (36%), data collection (17%) or resource development (14%). In contrast, 86% of 66 grey literature sources referenced, used or modified the SMA data collection forms. Conclusions The ASIDD boasts a long history of use and relevance. Its ongoing use by practitioners has been facilitated by the ready availability of specific data collection forms by SMA for them to apply to directly their settings. Injury prevention practitioners can be strongly engaged in injury surveillance activities when formal guidance is supported by user-friendly tools directly relevant to their settings and practice. © Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2018.
- Authors: Finch, Caroline , Staines, Carolyn
- Date: 2018
- Type: Text , Journal article , Review
- Relation: Injury Prevention Vol. 24, no. 5 (2018), p. 372-380
- Full Text:
- Reviewed:
- Description: Background Injury prevention requires information about how, why, where and when injuries occur. The Australian Sports Injury Data Dictionary (ASIDD) was developed to guide sports injury data collection and reporting. Sports Medicine Australia (SMA) disseminated associated data collection forms and an online tool to practitioners and the sports community. This paper assesses the long-term value, usefulness and relevance of the ASIDD and SMA tools. Methods A systematic search strategy identified both peer-reviewed and grey literature that used the ASIDD and/or the SMA tools, during 1997-2016. A text-based search was conducted within 10 electronic databases, as well as a Google Image search for the SMA tools. Documents were categorised according to ASIDD use as: (1) collected injury data; (2) informed data coding; (3) developed an injury data collection tool and/or (4) reference only. Results Of the 36 peer-reviewed articles, 83% directly referred to ASIDD and 17% mentioned SMA tools. ASIDD was mainly used for data coding (42%), reference (36%), data collection (17%) or resource development (14%). In contrast, 86% of 66 grey literature sources referenced, used or modified the SMA data collection forms. Conclusions The ASIDD boasts a long history of use and relevance. Its ongoing use by practitioners has been facilitated by the ready availability of specific data collection forms by SMA for them to apply to directly their settings. Injury prevention practitioners can be strongly engaged in injury surveillance activities when formal guidance is supported by user-friendly tools directly relevant to their settings and practice. © Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2018.
- Casals, Martí, Finch, Caroline
- Authors: Casals, Martí , Finch, Caroline
- Date: 2017
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 23, no. 6 (2017), p. 423-427
- Relation: British Journal of Sports Medicine Vol. 52, no. 22 (2018), p. 1457-1461
- Full Text: false
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- Description: Sports science and medicine need specialists to solve the challenges that arise with injury data. In the sports injury field, it is important to be able to optimise injury data to quantify injury occurrences, understand their aetiology and most importantly, prevent them. One of these specialty professions is that of Sports Biostatistician. The aim of this paper is to describe the emergent field of Sports Biostatistics and its relevance to injury prevention. A number of important issues regarding this profession and the science of sports injury prevention are highlighted. There is a clear need for more multidisciplinary teams that incorporate biostatistics, epidemiology and public health in the sports injury area. © Published by the BMJ Publishing Group Limited.
Different injury settings require different cost severity thresholds
- Authors: Finch, Caroline
- Date: 2012
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 18, no. 5 (2012), p. 356
- Relation: http://purl.org/au-research/grants/nhmrc/565900
- Full Text: false
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The evolution of multiagency partnerships for safety over the course of research engagement : Experiences from the NoGAPS project
- Finch, Caroline, Donaldson, Alex, Gabbe, Belinda, Muhammad, Akram, Shee, Anna Wong, Lloyd, David, Cook, Jill
- Authors: Finch, Caroline , Donaldson, Alex , Gabbe, Belinda , Muhammad, Akram , Shee, Anna Wong , Lloyd, David , Cook, Jill
- Date: 2016
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 22, no. 6 (2016), p. 386-391
- Relation: http://purl.org/au-research/grants/nhmrc/1058737
- Relation: http://purl.org/au-research/grants/nhmrc/565907
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- Description: Objective Implementation of effective population-level injury prevention interventions requires broad multiagency partnerships. Different stakeholders address this from varying perspectives, and potential conflicts in priorities need to be addressed for such partnerships to be effective. The researcher-led National Guidance for Australian football Partnerships and Safety (NoGAPS) project involved the engagement and participation of seven non-academic partners, including government health promotion and safety agencies; peak sports professional and advocacy bodies and health insurance organisations. Design The partnership's ongoing development was assessed by each partner completing the Victorian Health Promotion Foundation Partnership Analysis Tool (VPAT) annually over 2011-2015. Changes in VPAT scores were compared through repeated measures analysis of variance. Results Overall, mean total VPAT scores increased significantly over the 5-year period (125.1-141.2; F-5,F-30=4.61, p=0.003), showing a significant improvement in how the partnership was functioning over time. This was largely driven by significant increases in several VPAT domains: determining the need for a partnership' (F-5,F-30=4.15, p=0.006), making sure the partnership works' (F-5,F-30=2.59, p=0.046), planning collaborative action' (F-5,F-30=5.13, p=0.002) and minimising the barriers to the partnership' (F-5,F-30=6.66, p<0.001). Conclusion This is the first study to assess the functioning of a multiagency partnership to address sport injury prevention implementation. For NoGAPS, the engagement of stakeholders from the outset facilitated the development of new and/or stronger links between non-academic partners. Partners shared the common goal of ensuring the real-world uptake of interventions and research evidence-informed recommendations. Effective multiagency partnerships have the potential to influence the implementation of policies and practices beyond the life of a research project.
- Authors: Finch, Caroline , Donaldson, Alex , Gabbe, Belinda , Muhammad, Akram , Shee, Anna Wong , Lloyd, David , Cook, Jill
- Date: 2016
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 22, no. 6 (2016), p. 386-391
- Relation: http://purl.org/au-research/grants/nhmrc/1058737
- Relation: http://purl.org/au-research/grants/nhmrc/565907
- Full Text:
- Reviewed:
- Description: Objective Implementation of effective population-level injury prevention interventions requires broad multiagency partnerships. Different stakeholders address this from varying perspectives, and potential conflicts in priorities need to be addressed for such partnerships to be effective. The researcher-led National Guidance for Australian football Partnerships and Safety (NoGAPS) project involved the engagement and participation of seven non-academic partners, including government health promotion and safety agencies; peak sports professional and advocacy bodies and health insurance organisations. Design The partnership's ongoing development was assessed by each partner completing the Victorian Health Promotion Foundation Partnership Analysis Tool (VPAT) annually over 2011-2015. Changes in VPAT scores were compared through repeated measures analysis of variance. Results Overall, mean total VPAT scores increased significantly over the 5-year period (125.1-141.2; F-5,F-30=4.61, p=0.003), showing a significant improvement in how the partnership was functioning over time. This was largely driven by significant increases in several VPAT domains: determining the need for a partnership' (F-5,F-30=4.15, p=0.006), making sure the partnership works' (F-5,F-30=2.59, p=0.046), planning collaborative action' (F-5,F-30=5.13, p=0.002) and minimising the barriers to the partnership' (F-5,F-30=6.66, p<0.001). Conclusion This is the first study to assess the functioning of a multiagency partnership to address sport injury prevention implementation. For NoGAPS, the engagement of stakeholders from the outset facilitated the development of new and/or stronger links between non-academic partners. Partners shared the common goal of ensuring the real-world uptake of interventions and research evidence-informed recommendations. Effective multiagency partnerships have the potential to influence the implementation of policies and practices beyond the life of a research project.
We have the programme, what next? Planning the implementation of an injury prevention programme
- Donaldson, Alex, Lloyd, David, Gabbe, Belinda, Cook, Jill, Finch, Caroline
- Authors: Donaldson, Alex , Lloyd, David , Gabbe, Belinda , Cook, Jill , Finch, Caroline
- Date: 2016
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 23, no. 4 (2016), p. 273-280
- Relation: http://purl.org/au-research/grants/nhmrc/565907
- Relation: http://purl.org/au-research/grants/nhmrc/1058737
- Full Text:
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- Description: BACKGROUND AND AIM: The impact of any injury prevention programme is a function of the programme and its implementation. However, real world implementation of injury prevention programmes is challenging. Lower limb injuries (LLIs) are common in community Australian football (community-AF) and it is likely that many could be prevented by implementing exercise-based warm-up programmes for players. This paper describes a systematic, evidence-informed approach used to develop the implementation plan for a LLI prevention programme in community-AF in Victoria, Australia. METHODS: An ecological approach, using Step 5 of the Intervention Mapping health promotion programme planning protocol, was taken. RESULTS: An implementation advisory group was established to ensure the implementation plan and associated strategies were relevant to the local context. Coaches were identified as the primary programme adopters and implementers within an ecological system including players, other coaches, first-aid providers, and club and league administrators. Social Cognitive Theory was used to identify likely determinants of programme reach, adoption and implementation among coaches (eg, knowledge, beliefs, skills and environment). Diffusion of Innovations theory, the Implementation Drivers framework and available research evidence were used to identify potential implementation strategies including the use of multiple communication channels, programme resources, coach education and mentoring. CONCLUSIONS: A strategic evidence-informed approach to implementing interventions will help maximise their population impact. The approach to implementation planning described in this study relied on an effective researcher-practitioner partnership and active engagement of stakeholders. The identified implementation strategies were informed by theory, evidence and an in-depth understanding of the implementation context.
- Authors: Donaldson, Alex , Lloyd, David , Gabbe, Belinda , Cook, Jill , Finch, Caroline
- Date: 2016
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 23, no. 4 (2016), p. 273-280
- Relation: http://purl.org/au-research/grants/nhmrc/565907
- Relation: http://purl.org/au-research/grants/nhmrc/1058737
- Full Text:
- Reviewed:
- Description: BACKGROUND AND AIM: The impact of any injury prevention programme is a function of the programme and its implementation. However, real world implementation of injury prevention programmes is challenging. Lower limb injuries (LLIs) are common in community Australian football (community-AF) and it is likely that many could be prevented by implementing exercise-based warm-up programmes for players. This paper describes a systematic, evidence-informed approach used to develop the implementation plan for a LLI prevention programme in community-AF in Victoria, Australia. METHODS: An ecological approach, using Step 5 of the Intervention Mapping health promotion programme planning protocol, was taken. RESULTS: An implementation advisory group was established to ensure the implementation plan and associated strategies were relevant to the local context. Coaches were identified as the primary programme adopters and implementers within an ecological system including players, other coaches, first-aid providers, and club and league administrators. Social Cognitive Theory was used to identify likely determinants of programme reach, adoption and implementation among coaches (eg, knowledge, beliefs, skills and environment). Diffusion of Innovations theory, the Implementation Drivers framework and available research evidence were used to identify potential implementation strategies including the use of multiple communication channels, programme resources, coach education and mentoring. CONCLUSIONS: A strategic evidence-informed approach to implementing interventions will help maximise their population impact. The approach to implementation planning described in this study relied on an effective researcher-practitioner partnership and active engagement of stakeholders. The identified implementation strategies were informed by theory, evidence and an in-depth understanding of the implementation context.
Estimating the international burden of sport-related death : A review of data sources
- Kucera, Kristen, Fortington, Lauren, Wolff, Catherine, Marshall, Stephen, Finch, Caroline
- Authors: Kucera, Kristen , Fortington, Lauren , Wolff, Catherine , Marshall, Stephen , Finch, Caroline
- Date: 2019
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 25, no. 2 (2018), p.83-89
- Full Text: false
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- Description: Introduction Despite detailed recommendations for sports injury data capture provided since the mid-1990s, international data collection efforts for sport-related death remains limited in scope. The purpose of this paper was to review the data sources available for studying sport-related death and describe their key features, coverage, accessibility and strengths and limitations. Methods The outcomes of interest for this review was death occurring as a result of participation in organised sport-related activity. Data sources used to enumerate death in sport were identified, drawing from the authors’ knowledge/experience and review of key references from international organisations. The general purpose, case identification, structure, strengths and limitations of each source in relation to collection of data for sport-related death were summarised, drawing on examples from the international published literature to illustrate this application. Results Seven types of resources were identified for capturing deaths in sport. Data sources varied considerably in their ability to identify: participant status, sport relatedness of the death, types of sport-related deaths they capture, level of detail provided about the circumstances and medical care received. The most detailed sources were those that were dedicated to sports surveillance. Sport relatedness and type of sport may not be reliably captured by systems not dedicated to sports injury surveillance. Only one source permitted international comparisons and was limited to one sport (soccer). Conclusion Data on sport-related death are currently collected across a wide variety of data sources. This review highlights the need for robust, comprehensive approaches with standardised methodologies enabling linkage between sources and international comparisons.
- Authors: Kucera, Kristen , Fortington, Lauren , Wolff, Catherine , Marshall, Stephen , Finch, Caroline
- Date: 2019
- Type: Text , Journal article
- Relation: Injury Prevention Vol. 25, no. 2 (2018), p.83-89
- Full Text: false
- Reviewed:
- Description: Introduction Despite detailed recommendations for sports injury data capture provided since the mid-1990s, international data collection efforts for sport-related death remains limited in scope. The purpose of this paper was to review the data sources available for studying sport-related death and describe their key features, coverage, accessibility and strengths and limitations. Methods The outcomes of interest for this review was death occurring as a result of participation in organised sport-related activity. Data sources used to enumerate death in sport were identified, drawing from the authors’ knowledge/experience and review of key references from international organisations. The general purpose, case identification, structure, strengths and limitations of each source in relation to collection of data for sport-related death were summarised, drawing on examples from the international published literature to illustrate this application. Results Seven types of resources were identified for capturing deaths in sport. Data sources varied considerably in their ability to identify: participant status, sport relatedness of the death, types of sport-related deaths they capture, level of detail provided about the circumstances and medical care received. The most detailed sources were those that were dedicated to sports surveillance. Sport relatedness and type of sport may not be reliably captured by systems not dedicated to sports injury surveillance. Only one source permitted international comparisons and was limited to one sport (soccer). Conclusion Data on sport-related death are currently collected across a wide variety of data sources. This review highlights the need for robust, comprehensive approaches with standardised methodologies enabling linkage between sources and international comparisons.
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