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Comachio J, Mesa-Castrillon CI, Beckenkamp PR, Roberts K, Ho EKY, Field R, Nelligan RK, Ferreira ML, Bennell KL, Gordon CJ, Ferreira P. "My Back Exercise App"-mHealth for Low Back Pain: Development and Usability Testing. JOURNAL OF HEALTHCARE INFORMATICS RESEARCH 2025; 9:67-87. [PMID: 39897100 PMCID: PMC11782706 DOI: 10.1007/s41666-024-00179-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 10/27/2024] [Accepted: 11/05/2024] [Indexed: 02/04/2025]
Abstract
Effective management of chronic low back pain (LBP) often relies on maintaining a healthy lifestyle. Mobile health (mHealth) applications provide a unique opportunity to support LBP sufferers by integrating evidence-based health education into daily routines. However, many existing mHealth apps lack scientific rigour in their development, limiting their impact. This study reports on developing and usability testing My Back Exercise, an mHealth app designed to support individuals managing chronic LBP through a user-centred, theory-based approach. The development followed the Double Diamond framework and Software Development Life Cycle (SDLC) model, focusing on behaviour change theory to promote healthy lifestyle habits. Usability testing involved ten users and employed the System Usability Scale (SUS) and Mobile App Rating Scale (MARS) to assess engagement, functionality, aesthetics, and information quality. Additionally, a think-aloud approach captured real-time feedback and guided iterative improvements. Results showed that the app was well-received, achieving a SUS mean score of 79 (total score of 100) and a MARS mean score of 3.7 (out of 5.0). Key intervention components included exercises, sleep management, diet, and pain education, contributing to a holistic self-management tool. This study provides a transparent roadmap for the development of evidence-based digital health tools. The My Back Exercise app offers an innovative, holistic approach to help people self-manage chronic LBP using evidence-based methods. Supplementary Information The online version contains supplementary material available at 10.1007/s41666-024-00179-0.
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Affiliation(s)
- Josielli Comachio
- Faculty of Medicine and Health, School of Health Sciences, The University of Sydney, Sydney, NSW 2050 Australia
| | - Carlos Ivan Mesa-Castrillon
- Faculty of Medicine and Health, School of Health Sciences, The University of Sydney, Sydney, NSW 2050 Australia
- Faculty of Medicine and Health, School of Rural Health, The University of Sydney, Orange, NSW 2800 Australia
| | - Paula R. Beckenkamp
- Faculty of Medicine and Health, School of Health Sciences, The University of Sydney, Sydney, NSW 2050 Australia
| | - Katharine Roberts
- Faculty of Medicine and Health, School of Health Sciences, The University of Sydney, Sydney, NSW 2050 Australia
| | - Emma Kwan-Yee Ho
- Faculty of Medicine and Health, School of Health Sciences, The University of Sydney, Sydney, NSW 2050 Australia
| | - Rowena Field
- Faculty of Medicine and Health, School of Health Sciences, The University of Sydney, Sydney, NSW 2050 Australia
| | - Rachel K. Nelligan
- Department of Physiotherapy, Centre for Health, Exercise and Sports Medicine, The University of Melbourne, Melbourne, VIC Australia
| | - Manuela L. Ferreira
- The George Institute for Global Health, University of New South Wales, Sydney, NSW 2000 Australia
| | - Kim L. Bennell
- Department of Physiotherapy, Centre for Health, Exercise and Sports Medicine, The University of Melbourne, Melbourne, VIC Australia
| | - Christopher J. Gordon
- Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW 2113 Australia
- CIRUS, Centre for Sleep and Chronobiology, Woolcock Institute of Medical Research, Sydney, NSW 2113 Australia
| | - Paulo Ferreira
- Faculty of Medicine and Health, School of Health Sciences, The University of Sydney, Sydney, NSW 2050 Australia
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Gunterstockman BM, Hendershot BD, Kakyomya J, Patterson CG, Dearth CL, Farrokhi S. Duration, Cost, and Escalation of Care Events for Physical Therapy Management of Low Back Pain in Service Members With Limb Loss. Mil Med 2024:usae455. [PMID: 39367785 DOI: 10.1093/milmed/usae455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 09/03/2024] [Accepted: 09/09/2024] [Indexed: 10/07/2024] Open
Abstract
INTRODUCTION Physical therapy (PT) is recommended as a primary treatment for low back pain (LBP), a common and impactful musculoskeletal condition after limb loss. The purpose of this brief report is to report the duration and cost of PT care, and subsequent escalation of care events, for LBP in service members with and without limb loss. MATERIALS AND METHODS This was a retrospective cohort, descriptive study. Service members with and without limb loss (matched) who received PT for LBP at a military treatment facility from 2015 to 2017 were included. Duration of PT care, number of PT visits, and escalation of care events 1 year after PT were extracted from medical records. Escalation of care events was identified as epidural steroid injections, referrals to specialists (e.g., orthopedists, spine surgeons, and pain management), and LBP-related hospitalizations.LBP-related PT encounters were queried; duration of care, number of visits, and cost of care were quantified. Escalation of care events, including opioid prescription, epidural steroid injections, specialty referrals, and hospitalizations, were identified up to 1 year after PT care. RESULTS The average course of PT care for LBP was 12.9 more visits, 48.7 days longer, and $764.50 more expensive in service members with limb loss (n = 16) vs. those without limb loss (n = 48). Higher rates of opioid prescriptions and specialty referrals were observed in service members with limb loss. CONCLUSIONS This study suggests that service members with limb loss and LBP received higher quantities and longer durations of PT than those without limb loss, yielding a nearly 4 times higher cost of PT.
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Affiliation(s)
| | - Brad D Hendershot
- Research & Surveillance Division, Extremity Trauma and Amputation Center of Excellence, Defense Health Agency, Falls Church, VA 22042, USA
- Department of Rehabilitation, Walter Reed National Military Medical Center, Bethesda, MD 20814, USA
- Department of Physical Medicine & Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Joseph Kakyomya
- School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA 15219, USA
| | - Charity G Patterson
- School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, PA 15219, USA
| | - Christopher L Dearth
- Research & Surveillance Division, Extremity Trauma and Amputation Center of Excellence, Defense Health Agency, Falls Church, VA 22042, USA
- Department of Rehabilitation, Walter Reed National Military Medical Center, Bethesda, MD 20814, USA
- Department of Physical Medicine & Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Shawn Farrokhi
- Research & Surveillance Division, Extremity Trauma and Amputation Center of Excellence, Defense Health Agency, Falls Church, VA 22042, USA
- Department of Physical Medicine & Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
- Department of Physical & Occupational Therapy, Naval Medical Center San Diego, San Diego, CA 92134, USA
- Department of Physical Therapy, Chapman University, Irvine, CA 92618, USA
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Silva S, Hayden JA, Mendes G, Verhagen AP, Pinto RZ, Silva A. Sleep as a prognostic factor in low back pain: a systematic review of prospective cohort studies and secondary analyses of randomized controlled trials. Sleep 2024; 47:zsae023. [PMID: 38300526 DOI: 10.1093/sleep/zsae023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 12/12/2023] [Indexed: 02/02/2024] Open
Abstract
Sleep problems are common in individuals with low back pain (LBP) and sleep restriction seems to be associated with impaired pain processing. Our objective was to investigate whether sleep is associated with future LBP outcomes (i.e. pain intensity, disability, and recovery) in adults. We conducted a systematic review of prospective cohort studies and secondary analyses of randomized controlled trials (registration-PROSPERO CRD42022370781). In December 2022, we searched the MEDLINE, Embase, CINAHL, and PsycINFO databases. Fourteen studies, totaling 19 170 participants were included. Thirteen studies were rated as having high risk of bias (QUIPS tool). We used vote-counting and meta-analysis approaches to synthesize the data. We found associations between baseline sleep with future pain intensity, recovery, and between changes in sleep with changes in pain intensity, changes in disability, and recovery. We further synthesized outcomes as "overall LBP improvement" outcomes. Baseline poor sleep was moderately associated with non-improvement in LBP in the long-very long term (OR 1.55, 95% CI: 1.39 to 1.73; three studies providing unadjusted effect sizes), and non-improvement in sleep was largely associated with non-improvement in LBP in the short-moderate term (OR 3.45, 95% CI: 2.54 to 4.69; four studies providing unadjusted effect sizes). We found no association between baseline sleep with future disability and overall LBP improvement in the short-moderate term. Therefore, sleep may be a prognostic factor for pain intensity and recovery from LBP. All findings were supported by low to very low-quality evidence. Better-conducted studies are needed to strengthen our certainty about the evidence.
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Affiliation(s)
- Samuel Silva
- School of Physical Education, Physical Therapy, and Occupational Therapy, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada
| | - Jill A Hayden
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada
| | - Gabriel Mendes
- School of Physical Education, Physical Therapy, and Occupational Therapy, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Arianne P Verhagen
- Graduate School of Health, University of Technology Sydney, Sydney, NSW, Australia
| | - Rafael Z Pinto
- School of Physical Education, Physical Therapy, and Occupational Therapy, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- School of Health Sciences, University of New South Wales, Sydney, NSW, Australia
- Centre for Pain IMPACT, Neuroscience Research Australia, Sydney, NSW, Australia
| | - Andressa Silva
- School of Physical Education, Physical Therapy, and Occupational Therapy, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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Kheirabadi D, Minhas D, Ghaderpanah R, Clauw DJ. Problems with opioids - beyond misuse. Best Pract Res Clin Rheumatol 2024; 38:101935. [PMID: 38429184 DOI: 10.1016/j.berh.2024.101935] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 01/25/2024] [Indexed: 03/03/2024]
Abstract
The U.S. is grappling with an opioid epidemic, with millions of adults on long-term opioid therapy (LTOT). Although patients often report pain relief and improved daily function with opioids, research shows no significant differences in short-term outcomes between opioid and non-opioid users, as well as no long-term opioid benefits. This scoping review aims to identify lesser-known side effects of long-term opioid use and increase awareness of them, allowing healthcare providers and patients to better assess the risks and benefits of opioid use. Our data search from PubMed and Google Scholar used keywords related to opioids, chronic pain, hypogonadism, endocrinopathies, cancer progression, cardiovascular events, renovascular events, sleep disturbances, mood disorders and others, narrowing down to English-language full articles published from January 2018 to April 2023. This review emphasizes the probable serious adverse consequences of long-term opioid use on various body systems in patients with chronic pain. Given the lack of long-term benefits and significant adverse effects, our review underscores the critical need for healthcare providers to include these risks in discussions with patients when considering the long-term use of opioid therapy.
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Affiliation(s)
- Dorna Kheirabadi
- Department of Anesthesiology, Chronic Pain and Fatigue Research Center, University of Michigan Medical School, Ann Arbor, MI, United States.
| | - Deeba Minhas
- Department of Internal Medicine, Division of Rheumatology, University of Michigan Medical School, 300 North Ingalls Building, Ann Arbor, MI, 48109-5422, United States.
| | - Rezvan Ghaderpanah
- Department of Physiology and Aging, College of Medicine, University of Florida, United States.
| | - Daniel J Clauw
- Departments of Anesthesiology, Medicine (Rheumatology), and Psychiatry, Chronic Pain and Fatigue Research Center, University of Michigan Medical School, Ann Arbor, MI, United States.
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Chang JR, Cheung YK, Sharma S, Li SX, Tao RR, Lee JLC, Sun ER, Pinto SM, Zhou Z, Fong H, Chan WW, Zheng K, Samartzis D, Fu SN, Wong AY. Comparative effectiveness of non-pharmacological interventions on sleep in individuals with chronic musculoskeletal pain: A systematic review with network meta-analysis. Sleep Med Rev 2024; 73:101867. [PMID: 37897843 DOI: 10.1016/j.smrv.2023.101867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 09/22/2023] [Accepted: 09/26/2023] [Indexed: 10/30/2023]
Abstract
This network meta-analysis aimed to estimate the comparative effectiveness of non-pharmacological interventions on sleep in individuals with chronic musculoskeletal pain. Seven databases were systematically searched up to February 2023. A random-effects network meta-analysis in a frequentist framework was performed to synthesize continuous data as standardized mean differences (SMD) along with a 95% confidence interval (95% CI). A total of 15,641 records were identified, and 107 randomized controlled trials involving 8,121 participants were included. Of 14 identified interventions, eight were significantly more effective than passive control in improving sleep quality at immediate post-intervention (SMDs = 0.67-0.74), with cognitive behavioral therapy (CBT) being the most effective treatment (SMD = 0.74, 95% CI: 0.45-1.03). Only CBT demonstrated sustained effects at short-term (SMD = 1.56; 95% CI: 0.62-2.49) and mid-term (SMD = 1.23; 95% CI: 0.44-2.03) follow-ups. Furthermore, CBT significantly improved subjective (SMD = 0.64; 95% CI: 0.25-1.03) and objective (SMD = 0.30; 95% CI: 0.01-0.59) sleep efficiency compared with passive control at immediate post-intervention. Our findings support CBT as the first-line treatment for improving sleep in individuals with chronic musculoskeletal pain, given its superior effectiveness across multiple sleep outcomes and its sustainable effects until mid-term follow-up. However, the certainty of evidence for these interventions in improving sleep quality was very low to low.
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Affiliation(s)
- Jeremy R Chang
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Yuen Kwan Cheung
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Saurab Sharma
- School of Health Sciences, Faculty of Medicine and Health, University of New South Wales, Australia; Centre for Pain IMPACT, Neuroscience Research Australia, Sydney, Australia
| | - Shirley X Li
- Sleep Research Clinic and Laboratory, Department of Psychology, The University of Hong Kong, Hong Kong SAR, China; The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, China
| | - Rae Ry Tao
- Department of Sports Science and Physical Education, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Janet Lok Chun Lee
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Eliza R Sun
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Sabina M Pinto
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Zhixing Zhou
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Howard Fong
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Winnie Wy Chan
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Kangyong Zheng
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Dino Samartzis
- Department of Orthopedic Surgery, Rush University Medical Centre, Chicago, United States
| | - Siu-Ngor Fu
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China
| | - Arnold Yl Wong
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China.
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Wilson JM, Yoon J, Schreiber KL, Edwards RR, Sieberg CB, Meints SM. Interactive effects of sleep disturbance and opioid use on pain-related interference and physical functioning among patients with chronic low back pain. PAIN MEDICINE (MALDEN, MASS.) 2023; 24:1396-1398. [PMID: 37467074 PMCID: PMC10690845 DOI: 10.1093/pm/pnad101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 07/13/2023] [Indexed: 07/21/2023]
Affiliation(s)
- Jenna M Wilson
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women’s Hospital, Boston, MA 02115, United States
| | - JiHee Yoon
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women’s Hospital, Boston, MA 02115, United States
| | - Kristin L Schreiber
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women’s Hospital, Boston, MA 02115, United States
| | - Robert R Edwards
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women’s Hospital, Boston, MA 02115, United States
| | - Christine B Sieberg
- Biobehavioral, Pain Innovations Lab, Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Boston, MA 02115, United States
- Pain and Affective Neuroscience Center, Department of Anesthesiology, Critical Care, and Pain Medicine, Boston Children's Hospital, Boston, MA 02115, United States
- Department of Psychiatry, Harvard Medical School, Boston, MA 02215, United States
| | - Samantha M Meints
- Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women’s Hospital, Boston, MA 02115, United States
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Craige EA, Tagliaferri SD, Ferguson SA, Scott H, Belavy DL, Easton DF, Buntine P, Memon AR, Owen PJ, Vincent GE. Effects of pharmacotherapy on sleep-related outcomes in adults with chronic low back pain: A systematic review and meta-analysis of randomised controlled trials. EClinicalMedicine 2023; 55:101749. [PMID: 36425870 PMCID: PMC9678954 DOI: 10.1016/j.eclinm.2022.101749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 10/28/2022] [Accepted: 10/31/2022] [Indexed: 11/19/2022] Open
Abstract
Background Adults with chronic low back pain (CLBP) suffer impaired sleep. Medications for CLBP can impact sleep which in turn may influence treatment outcomes. This systematic review and meta-analysis examined the effects of pharmacotherapy (any type) on sleep in adults with CLBP. Methods In this systematic review and meta-analysis, we searched PubMed, CINAHL, SPORTDiscus, PsycINFO, EMBASE, and CENTRAL from inception to 10 July 2022. Randomised controlled trials that investigated the effects of pharmacotherapy on sleep in adults with CLBP were included. Manual citation search of relevant systematic reviews and included studies were also conducted. Mean change from baseline for sleep outcomes (e.g., sleep quality, total sleep time, wake after sleep onset) was the effect of interest. Pairwise inverse-variance random effect meta-analysis was performed to impute pooled estimates (Hedges' g or risk ratios). The Hartung-Knapp-Sidik-Jonkman method was used where there were ≤5 studies. The Grading of Recommendations Assessment, Development, and Evaluation (GRADE) system was used for evaluating the certainty of evidence. This study was registered with PROSPERO (CRD42022309419). Findings Assessment of 3959 records resulted in nine studies (n = 2927) being included. Pharmacotherapy for CLBP management had a small, yet unlikely clinically significant, effect on improving sleep in adults with CLBP, when compared to placebo (g [95% CI]: -0.23 [-0.37, -0.09], p = .0009; I 2 = 30.1%; n = 1433; studies: n = 8; GRADE: low). Notably, no eligible studies investigated the effect of sleep medications in this population, despite being within the scope of this review. Interpretation Pharmacotherapy used to manage CLBP provided improvements in sleep in adults with CLBP. Given that these effects were small and unlikely clinically significant, clinicians could consider alternative treatments (e.g., non-pharmacological interventions) for managing sleep in adults with CLBP. However, low to very low certainty of evidence precluded strong conclusions. To improve certainty of evidence and confidence in the effect estimates, future research needs to use robust method to minimise bias. Additional research evaluating multiple sleep characteristics, using both validated objective and subjective measures, is also warranted to further investigate the influence of distinct sleep parameters. Funding The Summer Research Scholarship from the Appleton Institute, Central Queensland University, Australia.
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Affiliation(s)
- Emma A. Craige
- School of Medical and Applied Sciences, Central Queensland University, Rockhampton, Queensland, Australia
| | - Scott D. Tagliaferri
- Institute for Physical Activity and Nutrition (IPAN), Deakin University, Geelong, Victoria, Australia
| | - Sally A. Ferguson
- Appleton Institute, School of Medical and Applied Sciences, Central Queensland University, South Australia, Australia
| | - Hannah Scott
- Flinders Health and Medical Research Institute: Sleep Health, Flinders University, Adelaide, Australia
| | - Daniel L. Belavy
- Department of Applied Health Sciences, Hochschule für Gesundheit, Bochum, Germany
| | - Dayna F. Easton
- Appleton Institute, School of Medical and Applied Sciences, Central Queensland University, South Australia, Australia
| | - Paul Buntine
- Eastern Health Clinical School, Monash University, Melbourne, Australia
- Eastern Health Emergency Medicine Program, Melbourne, Australia
| | - Aamir R. Memon
- Institute for Health and Sport, Victoria University, Melbourne, Australia
| | - Patrick J. Owen
- Institute for Physical Activity and Nutrition (IPAN), Deakin University, Geelong, Victoria, Australia
| | - Grace E. Vincent
- Appleton Institute, School of Medical and Applied Sciences, Central Queensland University, South Australia, Australia
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