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John A, McGregor J, Marchant A, DelPozo-Baños M, Farr I, Nurmatov U, Kemp A, Naughton A. An external validation of coding for childhood maltreatment in routinely collected primary and secondary care data. Sci Rep 2023; 13:8138. [PMID: 37208469 PMCID: PMC10199091 DOI: 10.1038/s41598-023-34011-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Accepted: 04/22/2023] [Indexed: 05/21/2023] Open
Abstract
Validated methods of identifying childhood maltreatment (CM) in primary and secondary care data are needed. We aimed to create the first externally validated algorithm for identifying maltreatment using routinely collected healthcare data. Comprehensive code lists were created for use within GP and hospital admissions datasets in the SAIL Databank at Swansea University working with safeguarding clinicians and academics. These code lists build on and refine those previously published to include an exhaustive set of codes. Sensitivity, specificity and positive predictive value of previously published lists and the new algorithm were estimated against a clinically assessed cohort of CM cases from a child protection service secondary care-based setting-'the gold standard'. We conducted sensitivity analyses to examine the utility of wider codes indicating Possible CM. Trends over time from 2004 to 2020 were calculated using Poisson regression modelling. Our algorithm outperformed previously published lists identifying 43-72% of cases in primary care with a specificity ≥ 85%. Sensitivity of algorithms for identifying maltreatment in hospital admissions data was lower identifying between 9 and 28% of cases with high specificity (> 96%). Manual searching of records for those cases identified by the external dataset but not recorded in primary care suggest that this code list is exhaustive. Exploration of missed cases shows that hospital admissions data is often focused on the injury being treated rather than recording the presence of maltreatment. The absence of child protection or social care codes in hospital admissions data poses a limitation for identifying maltreatment in admissions data. Linking across GP and hospital admissions maximises the number of cases of maltreatment that can be accurately identified. Incidence of maltreatment in primary care using these code lists has increased over time. The updated algorithm has improved our ability to detect CM in routinely collected healthcare data. It is important to recognize the limitations of identifying maltreatment in individual healthcare datasets. The inclusion of child protection codes in primary care data makes this an important setting for identifying CM, whereas hospital admissions data is often focused on injuries with CM codes often absent. Implications and utility of algorithms for future research are discussed.
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Affiliation(s)
- Ann John
- Population Data Science, Data Science Building, Swansea University Medical School, Swansea University, Singleton Park, Swansea, SA2 8PP, UK.
| | - Joanna McGregor
- Population Data Science, Data Science Building, Swansea University Medical School, Swansea University, Singleton Park, Swansea, SA2 8PP, UK
| | - Amanda Marchant
- Population Data Science, Data Science Building, Swansea University Medical School, Swansea University, Singleton Park, Swansea, SA2 8PP, UK
| | - Marcos DelPozo-Baños
- Population Data Science, Data Science Building, Swansea University Medical School, Swansea University, Singleton Park, Swansea, SA2 8PP, UK
| | - Ian Farr
- Population Data Science, Data Science Building, Swansea University Medical School, Swansea University, Singleton Park, Swansea, SA2 8PP, UK
| | - Ulugbek Nurmatov
- School of Medicine, Cardiff University, Neuadd Meirionnydd, Cardiff, CF14 4YS, UK
| | - Alison Kemp
- School of Medicine, Cardiff University, Neuadd Meirionnydd, Cardiff, CF14 4YS, UK
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Hardoon S, Hayes J, Viding E, McCrory E, Walters K, Osborn D. Prescribing of antipsychotics among people with recorded personality disorder in primary care: a retrospective nationwide cohort study using The Health Improvement Network primary care database. BMJ Open 2022; 12:e053943. [PMID: 35264346 PMCID: PMC8968526 DOI: 10.1136/bmjopen-2021-053943] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES To investigate the extent of antipsychotic prescribing to people with recorded personality disorder (PD) in UK primary care and factors associated with such prescribing. DESIGN Retrospective cohort study. SETTING General practices contributing to The Health Improvement Network UK-wide primary care database, 1 January 2000-31 December 2016. PARTICIPANTS 46 210 people registered with participating general practices who had a record of PD in their general practice notes. 1358 (2.9%) people with missing deprivation information were excluded from regression analyses; no other missing data. MAIN OUTCOME MEASURES Prescriptions for antipsychotics in general practice records and length of time in receipt of antipsychotic prescriptions. RESULTS Of 46 210 people with recorded PD, 15 562 (34%) were ever prescribed antipsychotics. Among the subgroup of 36 875 people with recorded PD, but no recorded severe mental illness (SMI), 9208 (25%) were prescribed antipsychotics; prescribing was lower in less deprived areas (adjusted rate ratio (aRR) comparing least to most deprived quintile: 0.56, 95% CI 0.48 to 0.66, p<0.001), was higher in females (aRR:1.25, 95% CI 1.16 to 1.34, p<0.001) and with a history of adverse childhood experiences (aRR:1.44, 95% CI 1.28 to 1.56, p<0.001). Median time prescribed antipsychotics was 605 days (IQR 197-1639 days). Prescribing frequency has increased over time. CONCLUSIONS Contrary to current UK guidelines, antipsychotics are frequently and increasingly prescribed for extended periods to people with recorded PD, but with no history of SMI. An urgent review of clinical practice is warranted, including the effectiveness of such prescribing and the need to monitor for adverse effects, including metabolic complications.
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Affiliation(s)
| | | | - Essi Viding
- Division of Psychology and Language Sciences, UCL, London, UK
| | - Eamon McCrory
- Division of Psychology and Language Sciences, UCL, London, UK
| | - Kate Walters
- Department of Primary Care and Population Health, UCL, London, UK
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Conti G, Pizzo E, Morris S, Melnychuk M. The economic costs of child maltreatment in UK. HEALTH ECONOMICS 2021; 30:3087-3105. [PMID: 34523182 DOI: 10.1002/hec.4409] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 04/20/2021] [Accepted: 07/15/2021] [Indexed: 06/13/2023]
Abstract
Child maltreatment is a major public health problem with significant consequences for individual victims and for society. In this paper, we quantify for the first time the economic costs of fatal and nonfatal child maltreatment in the UK in relation to several short-, medium-, and long-term outcomes ranging from physical and mental health problems to labor market outcomes and welfare use. We combine novel regression analysis of rich data from the National Child Development Study and the English Longitudinal Study of Aging with secondary evidence to produce an incidence-based estimate of the lifetime costs of child maltreatment from a societal perspective. The discounted average lifetime incidence cost of nonfatal child maltreatment by a primary caregiver is estimated at £89,390 (95% uncertainty interval £44,896 to £145,508); the largest contributors to this are costs from social care, short-term health, and long-term labor market outcomes. The discounted lifetime cost per death from child maltreatment is estimated at £940,758, comprising health care and lost productivity costs. Our estimates provide the first comprehensive benchmark to quantify the costs of child maltreatment in the UK and the benefits of interventions aimed at reducing or preventing it.
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Affiliation(s)
- Gabriella Conti
- Department of Economics and Social Research Institute, University College London, London, UK
| | - Elena Pizzo
- Department of Applied Health Research, University College London, London, UK
| | - Stephen Morris
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Mariya Melnychuk
- Department of Applied Health Research, University College London, London, UK
- Faculty of Law and Social Sciences, Universidad Rey Juan Carlos, Madrid, Spain
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Chandan JS, Gokhale KM, Bradbury-Jones C, Nirantharakumar K, Bandyopadhyay S, Taylor J. Exploration of trends in the incidence and prevalence of childhood maltreatment and domestic abuse recording in UK primary care: a retrospective cohort study using 'the health improvement network' database. BMJ Open 2020; 10:e036949. [PMID: 32499272 PMCID: PMC7279643 DOI: 10.1136/bmjopen-2020-036949] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVES Describe the epidemiology of childhood maltreatment and domestic abuse (in women). DESIGN Analysis of longitudinal records between 1 January 1995 to 31 December 2018. SETTING UK primary care database: 'The Health Improvement Network' (THIN). PARTICIPANTS 11 831 850 eligible patients from 787 contributing practices. Childhood maltreatment and domestic abuse (women only) were defined as the presence of a recorded Read code. OUTCOME MEASURES The incidence rate (IR) and prevalence of childhood maltreatment (in children aged 0-18 years) and domestic abuse (in women aged over 18) between 1996 and 2017. An adjusted incidence rate ratio (aIRR) is given to examine the differences in IRs based on sex, ethnicity and deprivation. RESULTS The age and gender breakdown of THIN has been previously reported to be representative of the UK population, however, there is substantial missing information on deprivation quintiles (<20%) and ethnicity (approximately 50%). The IR (IR 60.1; 95% CI 54.3 to 66.0 per 100 000 child years) and prevalence (416.1; 95% CI 401.3 to 430.9 per 100 000 child population) of childhood maltreatment rose until 2017. The aIRR was greater in patients from the most deprived backgrounds (aIRR 5.14; 95% CI 4.57 to 5.77 compared with least deprived) and from an ethnic minority community (eg, black aIRR 1.25; 1.04 to 1.49 compared with white). When examining domestic abuse in women, in 2017, the IR was 34.5 (31.4 to 37.7) per 100 000 adult years and prevalence 368.7 (358.7 to 378.7) per 100 000 adult population. Similarly, the IR was highest in the lowest socioeconomic class (aIRR 2.30; 2.71 to 3.30) and in ethnic minorities (South Asian aIRR 2.14; 1.92 to 2.39 and black aIRR 1.64; 1.42 to 1.89). CONCLUSION Despite recent improvements in recording, there is still a substantial under-recording of maltreatment and abuse within UK primary care records, compared with currently existing sources of childhood maltreatment and domestic abuse data. Approaches must be implemented to improve recording and detection of childhood maltreatment and domestic abuse within medical records.
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Affiliation(s)
- Joht Singh Chandan
- University of Warwick Warwick Medical School, Coventry, UK
- Institute of Applied Health Research, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
| | - Krishna Margadhamane Gokhale
- Institute of Applied Health Research, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
| | - Caroline Bradbury-Jones
- School of Nursing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Krishnarajah Nirantharakumar
- Institute of Applied Health Research, University of Birmingham College of Medical and Dental Sciences, Birmingham, UK
| | | | - Julie Taylor
- School of Nursing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
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Chandan JS, Keerthy D, Zemedikun DT, Okoth K, Gokhale KM, Raza K, Bandyopadhyay S, Taylor J, Nirantharakumar K. The association between exposure to childhood maltreatment and the subsequent development of functional somatic and visceral pain syndromes. EClinicalMedicine 2020; 23:100392. [PMID: 32637892 PMCID: PMC7329705 DOI: 10.1016/j.eclinm.2020.100392] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Revised: 05/05/2020] [Accepted: 05/06/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Childhood maltreatment is a global public health issue linked to a vast mortality and morbidity burden. This study builds on current literature to explore the risk of developing central sensitivity syndromes (CSS) (consisting of somatic and visceral pain syndromes) subsequent to childhood maltreatment exposure. METHODS A retrospective population based open cohort study using the UK primary care database, 'The Health Improvement Network,' between 1st January 1995-31st December 2018. 80,657 adult patients who had experienced childhood maltreatment or maltreatment related concerns (exposed patients) were matched to 161,314 unexposed patients by age and sex. Outcomes of interest were the development of CSS: either somatic (Fibromyalgia, chronic fatigue syndrome, temporomandibular joint disorder, chronic lower back pain, chronic headache, myofascial pain syndrome and restless leg syndrome) or visceral (Interstitial cystitis, vulvodynia, chronic prostatitis and irritable bowel syndrome) in nature. Effect sizes are presented as adjusted incidence rate ratios (aIRR) with confidence intervals (CI). Models were adjusted for the following covariates at cohort entry: age, sex, deprivation, anxiety, depression and serious mental ill health. RESULTS The average age at cohort entry was 23.4 years and the median follow was 2.2 years. There was an increased risk of developing fibromyalgia (aIRR 2.06; 95% CI 1.71-2.48), chronic fatigue syndrome (1.47; 1.08-2.00), chronic lower back pain (1.99; 1.68-2.35), restless leg syndrome (1.82; 1.41-2.35) and irritable bowel syndrome (1.15; 1.08-1.22) when compared to the unexposed group, whereas no statistical association was seen with the development of temporomandibular joint disorder (1.00; 0.88-1.13), chronic headache (1.04; 0.59-1.86), interstitial cystitis (1.19; 0.51-2.74), vulvodynia (0.65; 0.34-1.26), chronic prostatitis (0.34; 0.07-1.77) and myofascial pain syndrome (0.88; 0.36-2.14). Outcome numbers were low, most likely, due to the rarity of visceral conditions (aside from irritable bowel syndrome). The association between a history of childhood maltreatment and CSS were mainly observed in somatic CSS. INTERPRETATION The debilitating effects of CSS carry a substantial physical, psychological and economic burden to both the individuals who are diagnosed with them and the health services who serve them. Primary prevention approaches targeting childhood maltreatment as well as secondary preventative approaches should be considered to minimise the associated burden of CSS.
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Affiliation(s)
- Joht Singh Chandan
- Warwick Medical School, University of Warwick, Coventry CV47HL, United Kingdom
- Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, B152TT, United Kingdom
| | - Deepiksana Keerthy
- Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, B152TT, United Kingdom
| | - Dawit Tefra Zemedikun
- Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, B152TT, United Kingdom
| | - Kelvin Okoth
- Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, B152TT, United Kingdom
| | - Krishna Margadhamane Gokhale
- Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, B152TT, United Kingdom
| | - Karim Raza
- Arthritis Research, Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, B152TT, United Kingdom
| | - Siddhartha Bandyopadhyay
- Centre of Crime, Justice and Policing, The Department of Economics, University of Birmingham, B152TT, United Kingdom
| | - Julie Taylor
- Child Protection, School of Nursing, College of Medical and Dental Sciences, University of Birmingham, B152TT, United Kingdom
- Birmingham Women's and Children's Hospitals NHS Foundation Trust, Birmingham, United Kingdom
| | - Krishnarajah Nirantharakumar
- Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, B152TT, United Kingdom
- Midlands Health Data Research UK, University of Birmingham B152TT, United Kingdom
- Corresponding author at: Institute of Applied Health Research, College of Medical and Dental sciences, University of Birmingham, B152TT
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Chandan JS, Okoth K, Gokhale KM, Bandyopadhyay S, Taylor J, Nirantharakumar K. Increased Cardiometabolic and Mortality Risk Following Childhood Maltreatment in the United Kingdom. J Am Heart Assoc 2020; 9:e015855. [PMID: 32410481 PMCID: PMC7660837 DOI: 10.1161/jaha.119.015855] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background Childhood maltreatment remains a significant public health issue associated with a number of poor health outcomes. This study explores the association between childhood maltreatment and the subsequent development of cardiometabolic disease and all‐cause mortality. Methods and Results Using a UK primary care database between January 1, 1995 and December 31, 2018, we conducted a population‐based open retrospective cohort study. We matched 80 657 adult patients with a historic recording of childhood maltreatment or maltreatment‐related concerns (exposed group) to 161 314 unexposed patients. Outcomes of interest were the development of cardiovascular disease, hypertension, type 2 diabetes mellitus, and risk of all‐cause mortality. During the study period there were 243 new diagnoses of cardiovascular disease (incidence rate 8.3 per 10 000 person‐years) in the exposed group compared with 254 in the unexposed group (incidence rate 4.6 per 10 000 person‐years). Following adjustment for key covariates, this translated to an adjusted incidence rate ratio of 1.71 (95% CI 1.42–2.06). Additionally, the exposed group had an increased risk of hypertension (adjusted incidence rate ratio 1.42; 95% CI, 1.26–1.59), type 2 diabetes mellitus (adjusted incidence rate ratio 2.13; 95% CI, 1.86–2.45) and all‐cause mortality (adjusted incidence rate ratio 1.75; 95% CI, 1.52–2.02) during the study period compared with the unexposed group. Conclusions Considering the high prevalence of exposure to childhood maltreatment, we have demonstrated the substantial associated burden of preventable cardiometabolic disease. There is a clear need to ensure that public health approaches are implemented to prevent the adverse consequences following exposure to childhood maltreatment.
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Affiliation(s)
- Joht Singh Chandan
- Institute of Applied Health Research College of Medical and Dental Sciences University of Birmingham United Kingdom.,Warwick Medical School University of Warwick Coventry United Kingdom
| | - Kelvin Okoth
- Institute of Applied Health Research College of Medical and Dental Sciences University of Birmingham United Kingdom
| | - Krishna Margadhamane Gokhale
- Institute of Applied Health Research College of Medical and Dental Sciences University of Birmingham United Kingdom
| | | | - Julie Taylor
- School of Nursing College of Medical and Dental Sciences University of Birmingham United Kingdom.,Birmingham Women's and Children's Hospitals NHS Foundation Trust Birmingham United Kingdom
| | - Krishnarajah Nirantharakumar
- Institute of Applied Health Research College of Medical and Dental Sciences University of Birmingham United Kingdom
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General practice recording of adverse childhood experiences: a retrospective cohort study of GP records. BJGP Open 2020; 4:bjgpopen20X101011. [PMID: 32071039 PMCID: PMC7330192 DOI: 10.3399/bjgpopen20x101011] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 11/25/2019] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Adverse childhood experiences (ACEs) are linked to negative health outcomes in adulthood. Poor engagement with services may, in part, mediate the association between adverse outcomes and ACEs. While appointment recording is comprehensive, it is not yet known if or how ACEs are recorded in the GP clinical record (GPR). AIM To investigate recording of ACEs in the GPR and assess associations between available ACE-related Read codes and missed appointments. DESIGN & SETTING Retrospective cohort study of 824 374 anonymised GPRs. Nationally representative sample of 136 Scottish general practices; data collected 2013-2016. METHOD Read codes were mapped onto ACE questionnaire and wider ACE-related domains. Natural language processing (NLP) was used to augment capture of non-Read-coded ACEs. Frequency counts and proportions of mapped codes, and associations of these with defined levels of missing GP appointments, are reported. RESULTS In total, 0.4% of patients had a record of any code that mapped onto the ACE questionnaire, contrasting with survey-reported rates of 47% in population samples. This increased only modestly by including inferred ACEs that related to safeguarding children concerns, wider aspects of ACEs, and adult consequences of ACEs. Augmentation via NLP did not substantially increase capture. Despite poor recording, there was an association between ever having an ACE code recorded and higher rates of missing GP appointments. CONCLUSION General practices would require substantial support to implement the recording of ACEs in the GPR. This study adds to the evidence that patients who often miss appointments are more likely to be socially vulnerable.
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Chandan JS, Thomas T, Gokhale KM, Bandyopadhyay S, Taylor J, Nirantharakumar K. The burden of mental ill health associated with childhood maltreatment in the UK, using The Health Improvement Network database: a population-based retrospective cohort study. Lancet Psychiatry 2019; 6:926-934. [PMID: 31564467 DOI: 10.1016/s2215-0366(19)30369-4] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 08/22/2019] [Accepted: 08/23/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND Childhood maltreatment is a global public health, human rights, and moral issue that is associated with a substantial mental health burden. We aimed to assess the association between childhood maltreatment and the development of mental ill health and the initiation of new prescriptions for mental ill health. METHODS In this population-based, retrospective, open cohort study, we used a dataset from individuals in The Health Improvement Network (THIN) database. THIN database comprises UK electronic medical records taken from 787 general practices throughout the UK. We used read codes in these records to identify exposed patients (those with a read code identifying officially confirmed childhood maltreatment or a maltreatment-related concern) and up to two unexposed patients (those without such read codes) from the same general practice, who were matched by age and sex. We evaluated the risk of developing depression, anxiety, or serious mental illness (a composite mental ill health outcome) or initiation of a prescription drug used to treat mental ill health, and the odds ratio of these events at baseline, in the exposed versus unexposed patients. FINDINGS The first possible date for cohort entry (the study start date) was Jan 1, 1995, and patients could enter the cohort until the study end date, Dec 31, 2018. During the study period, 11 831 850 patients were eligible to participate. Of these patients, we identified 217 758 (1·8%) patients with any recorded childhood maltreatment. These patients were matched to 423 410 unexposed control patients with no recorded exposure to childhood maltreatment. The exposed group were followed up for a median of 1·8 years (IQR 0·6-4·3) versus 3·2 years (1·3-6·1) in the unexposed group. During the study period, 11 665 (5·9%) new diagnoses of mental ill health were made in the exposed group, giving an incidence rate of 16·8 events per 1000 person-years versus 15 301 (3·7%) new recorded diagnoses at an incidence rate of 8·3 events per 1000 person-years in the unexposed cohort, giving an adjusted IRR of 2·14 (95% CI 2·08-2·19). 30 911 (14·8%) patients in the exposed group received a new prescription for any type of mental ill health (incidence rate 46·5 events per 1000 person-years) versus 36 390 (8·9%) patients in the unexposed group (20·5 per 1000 person-years) resulting in an adjusted IRR of 2·44 (95% CI 2·40-2·48). INTERPRETATION Childhood maltreatment is thought to affect one in three children globally; therefore, a doubled risk of developing mental ill health among these individuals represents a substantial contribution to the mental ill health burden in the UK. It is imperative that public health approaches, including those aimed at preventing and detecting childhood maltreatment and its associated negative consequences, are implemented to prevent mental ill health. FUNDING None.
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Affiliation(s)
- Joht S Chandan
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK; Warwick Medical School, University of Warwick, Coventry, UK
| | - Tom Thomas
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Krishna M Gokhale
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Siddhartha Bandyopadhyay
- College of Medical and Dental Sciences, and Centre of Crime, Justice and Policing, Department of Economics, University of Birmingham, Birmingham, UK
| | - Julie Taylor
- School of Nursing, University of Birmingham, Birmingham, UK; Birmingham Women's and Children's Hospitals NHS Foundation Trust, Birmingham, UK.
| | - Krishnarajah Nirantharakumar
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK; Midlands Health Data Research UK, University of Birmingham, Birmingham, UK.
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Affiliation(s)
- Sian Oram
- Section of Women's Mental Health, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London SE5 8AF, UK.
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Factors influencing recording of drug misuse in primary care: a qualitative study of GPs in England. Br J Gen Pract 2018; 68:e234-e244. [PMID: 29483076 DOI: 10.3399/bjgp18x695309] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Accepted: 11/20/2017] [Indexed: 10/31/2022] Open
Abstract
BACKGROUND Drug misuse is a serious public health problem. Evidence from previous epidemiological studies show that GPs are recording drug misuse in electronic patient records (EPR). However, although the recording trends are similar to national surveys, recording rates are much lower. AIM To explore the factors that influence GPs to record drug misuse in the EPR, and to gain a clearer understanding of the gap between the amount of drug misuse recorded in primary care and that in national surveys and other studies. DESIGN AND SETTING A semi-structured qualitative interview study of GPs working in general practices across England. METHOD Purposive sampling was employed to recruit 12 GPs, both with and without a special interest in drug misuse, from across England. Semi-structured face-to-face interviews were conducted to consider whether and why GPs record drug misuse, which methods GPs use for recording, GPs' actions if a patient asks for the information not to be recorded, and GPs' actions if they think a patient misuses drugs but does not disclose the information. Resulting data were analysed using a combination of inductive and deductive thematic analysis. RESULTS The complexity of asking about drug misuse preceded GPs' decision to record. They described how the context of the general practice protocols, interaction between GP and patient, and the questioning process affected whether, how, and in which circumstances they asked about drug use. This led to GPs making a clinical decision on whether, who, and how to record in the EPR. CONCLUSION When making decisions about whether or not to record drug misuse, GPs face complex choices. Aside from their own views, they reported feelings of pressure from the general practice environment in which they worked and their clinical commissioning group, as well as government policies.
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Baker R, Kendrick D, Tata LJ, Orton E. Association between maternal depression and anxiety episodes and rates of childhood injuries: a cohort study from England. Inj Prev 2017; 23:396-402. [DOI: 10.1136/injuryprev-2016-042294] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2016] [Accepted: 01/18/2017] [Indexed: 11/04/2022]
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Baker R, Tata LJ, Kendrick D, Orton E. Identification of incident poisoning, fracture and burn events using linked primary care, secondary care and mortality data from England: implications for research and surveillance. Inj Prev 2015; 22:59-67. [PMID: 26136460 DOI: 10.1136/injuryprev-2015-041561] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Accepted: 06/12/2015] [Indexed: 11/04/2022]
Abstract
BACKGROUND English national injury data collection systems are restricted to hospitalisations and deaths. With recent linkage of a large primary care database, the Clinical Practice Research Datalink (CPRD), with secondary care and mortality data, we aimed to assess the utility of linked data for injury research and surveillance by examining recording patterns and comparing incidence of common injuries across data sources. METHODS The incidence of poisonings, fractures and burns was estimated for a cohort of 2 147 853 0-24 year olds using CPRD linked to Hospital Episode Statistics (HES) and Office for National Statistics (ONS) mortality data between 1997 and 2012. Time-based algorithms were developed to identify incident events, distinguishing between repeat follow-up records for the same injury and those for a new event. RESULTS We identified 42 985 poisoning, 185 517 fracture and 36 719 burn events in linked CPRD-HES-ONS data; incidence rates were 41.9 per 10 000 person-years (95% CI 41.4 to 42.4), 180.8 (179.8-181.7) and 35.8 (35.4-36.1), respectively. Of the injuries, 22 628 (53%) poisonings, 139 662 (75%) fractures and 33 462 (91%) burns were only recorded within CPRD. Only 16% of deaths from poisoning (n=106) or fracture (n=58) recorded in ONS were recorded within CPRD and/or HES records. None of the 10 deaths from burns were recorded in CPRD or HES records. CONCLUSIONS It is essential to use linked primary care, hospitalisation and deaths data to estimate injury burden, as many injury events are only captured within a single data source. Linked routinely collected data offer an immediate and affordable mechanism for injury surveillance and analyses of population-based injury epidemiology in England.
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Affiliation(s)
- Ruth Baker
- Division of Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
| | - Laila J Tata
- Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Nottingham, UK
| | - Denise Kendrick
- Division of Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
| | - Elizabeth Orton
- Division of Primary Care, School of Medicine, University of Nottingham, Nottingham, UK
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Talsma M, Bengtsson Boström K, Östberg AL. Facing suspected child abuse--what keeps Swedish general practitioners from reporting to child protective services? Scand J Prim Health Care 2015; 33:21-6. [PMID: 25676563 PMCID: PMC4377737 DOI: 10.3109/02813432.2015.1001941] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVE The aim of this study was to examine the reporting of suspected child abuse among Swedish general practitioners (GPs), and to investigate factors influencing them in their decision whether or not to report to child protective services (CPS). DESIGN A cross-sectional questionnaire study. SETTING Primary health care centres in western Sweden. SUBJECTS 177 GPs and GP trainees. MAIN OUTCOME MEASURES Demographic and educational background, education on child abuse, attitudes to reporting and CPS, previous experience of reporting suspected child abuse, and need of support. RESULTS Despite mandatory reporting, 20% of all physicians had at some point suspected but not reported child abuse. Main reasons for non-reporting were uncertainty about the suspicion and use of alternative strategies; for instance, referral to other health care providers or follow-up of the family by the treating physician. Only 30% of all physicians trusted CPS's methods of investigating and acting in cases of suspected child abuse, and 44% of all physicians would have wanted access to expert consultation. There were no differences in the failure to report suspected child abuse that could be attributed to GP characteristics. However, GPs educated abroad reported less frequently to CPS than GPs educated in Sweden. CONCLUSIONS This study showed that GPs see a need for support from experts and that the communication and cooperation between GPs and CPS needs to be improved. The low frequency of reporting indicates a need for continued education of GPs and for updated guidelines including practical advice on how to manage child abuse.
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Affiliation(s)
| | | | - Anna-Lena Östberg
- R&D Centre, Skaraborg Primary Care, Skövde, Sweden
- Public Dental Service, Region Västra Götaland, Sweden
- Department of Behavioral and Community Dentistry, Institute of Odontology, Sahlgrenska Academy, University of Gothenburg, Sweden
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McGovern A, van Vlymen J, Liyanage H, Jones S, de Lusignan S, Woodman J, Gibert R, Allister J, Rafi I. A simple clinical coding strategy to improve recording of child maltreatment concerns: an audit study. Br J Gen Pract 2014; 64:389-90. [PMID: 25071038 PMCID: PMC4111318 DOI: 10.3399/bjgp14x680881] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Affiliation(s)
- Andrew McGovern
- Department of Health Care Management and Policy, University of Surrey, Guildford. E-mail:
| | - Jeremy van Vlymen
- Department of Health Care Management and Policy, University of Surrey, Guildford. E-mail:
| | - Harshana Liyanage
- Department of Health Care Management and Policy, University of Surrey, Guildford. E-mail:
| | - Simon Jones
- Department of Health Care Management and Policy, University of Surrey, Guildford. E-mail:
| | - Simon de Lusignan
- Department of Health Care Management and Policy, University of Surrey, Guildford. E-mail:
| | - Jenny Woodman
- University College London, Institute of Child Health, London
| | - Ruth Gibert
- University College London, Institute of Child Health, London
| | | | - Imran Rafi
- Royal College of General Practitioners, London
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Gonzalez-Izquierdo A, Cortina-Borja M, Woodman J, Mok J, McGhee J, Taylor J, Parkin C, Gilbert R. Maltreatment or violence-related injury in children and adolescents admitted to the NHS: comparison of trends in England and Scotland between 2005 and 2011. BMJ Open 2014; 4:e004474. [PMID: 24755210 PMCID: PMC4010840 DOI: 10.1136/bmjopen-2013-004474] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVE Legislation to safeguard children from maltreatment by carers or violence by others was advanced in England and Scotland around 2004-2005 and resulted in different policies and services. We examined whether subsequent trends in injury admissions to hospital related to maltreatment or violence varied between the two countries. SETTING AND PARTICIPANTS We analysed rates of all unplanned injury admission to National Health Service (NHS) hospitals in England and Scotland between 2005 and 2011 for children and adolescents aged less than 19 years. OUTCOMES We compared incidence trends for maltreatment or violence-related (MVR) injury and adjusted rate differences between 2005 and 2011 using Poisson or negative binomial regression models to adjust for seasonal effects and secular trends in non-MVR injury. Infants, children 1-10 years and adolescents 11-18 years were analysed separately. RESULTS In 2005, MVR rates were similar in England and Scotland for infants and 1-10-year-olds, but almost twice as high in Scotland for 11-18-year-olds. MVR rates for infants increased by similar amounts in both countries, in line with rising non-MVR rates in England but contrary to declines in Scotland. Among 1-10-year-olds, MVR rates increased in England and declined in Scotland, in line with increasing non-MVR rates in England and declining rates in Scotland. Among 11-18-year-olds, MVR rates declined more steeply in Scotland than in England along with declines in non-MVR trends. CONCLUSIONS Diverging trends in England and Scotland may reflect true changes in the occurrence of MVR injury or differences in the way services recognise and respond to these children, record such injuries or a combination of these factors. Further linkage of data from surveys and services for child maltreatment and violence could help distinguish the impact of policies.
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Affiliation(s)
| | - Mario Cortina-Borja
- Centre of Paediatric Epidemiology and Biostatistics, UCL Institute of Child Health, London, UK
| | - Jenny Woodman
- Centre of Paediatric Epidemiology and Biostatistics, UCL Institute of Child Health, London, UK
| | - Jacqueline Mok
- NHS Lothian University Hospitals Division, Edinburgh, UK
| | - Janice McGhee
- School of Social and Political Science, the Chrystal Macmillan Building, Edinburgh, UK
| | - Julie Taylor
- Child Protection Research Centre, University of Edinburgh, St Leonard's Land, Edinburgh, UK
| | - Chloe Parkin
- Centre of Paediatric Epidemiology and Biostatistics, UCL Institute of Child Health, London, UK
| | - Ruth Gilbert
- Centre of Paediatric Epidemiology and Biostatistics, UCL Institute of Child Health, London, UK
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Woodman J, Gilbert R, Allister J, Glaser D, Brandon M. Responses to concerns about child maltreatment: a qualitative study of GPs in England. BMJ Open 2013; 3:e003894. [PMID: 24302506 PMCID: PMC3855649 DOI: 10.1136/bmjopen-2013-003894] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVES To provide a rich description of current responses to concerns related to child maltreatment among a sample of English general practitioners (GPs). DESIGN In-depth, face-to-face interviews (November 2010 to September 2011). Participants selected and discussed families who had prompted 'maltreatment-related concerns'. Thematic analysis of data. SETTING 4 general practices in England. PARTICIPANTS 14 GPs, 2 practice nurses and 2 health visitors from practices with at least 1 'expert' GP (expertise in child safeguarding/protection). RESULTS The concerns about neglect and emotional abuse dominated the interviews. GPs described intense and long-term involvement with families with multiple social and medical problems. Narratives were distilled into seven possible actions that GPs took in response to maltreatment-related concerns. These were orientated towards whole families (monitoring and advocating), the parents (coaching) and children (opportune healthcare), and included referral to or working with other services and recording concerns. Facilitators of the seven actions were: trusting relationships between GPs and parents, good working relationships with health visitors and framing the problem/response as 'medical'. Narratives indicated significant time and energy spent building facilitating relationships with parents with the aim of improving the child's well-being. CONCLUSIONS These GPs used core general practice skills for on-going management of families who prompted concerns about neglect and emotional abuse. Policy and research focus should be broadened to include strategies for direct intervention and on-going involvement by GPs, such as using their core skills during consultations and practice systems for monitoring families and encouraging presentation to general practice. Exemplars of current practice, such as those identified in our study, should be evaluated for feasibility and acceptability in representative general practice settings as well as tested for efficacy, safety and cost. The seven actions could form the basis for the 'lead professional' role in general practice as proposed in the 2013 version of 'Working Together 'guidance.
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Affiliation(s)
- Jenny Woodman
- Department of Paediatric Epidemiology and Biostatistics, UCL-Institute of Child Health, London, UK
| | - Ruth Gilbert
- Department of Paediatric Epidemiology and Biostatistics, UCL-Institute of Child Health, London, UK
| | | | - Danya Glaser
- Great Ormond Street Hospital for Children NHS Foundation Trust London, London, UK
| | - Marian Brandon
- Centre for Research on Children and Families, Elizabeth Fry Building, University of East Anglia, Norwich, UK
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Abstract
Mixed methods research is the use of quantitative and qualitative methods in a single study or series of studies. It is an emergent methodology which is increasingly used by health researchers, especially within health services research. There is a growing literature on the theory, design and critical appraisal of mixed methods research. However, there are few papers that summarize this methodological approach for health practitioners who wish to conduct or critically engage with mixed methods studies. The objective of this paper is to provide an accessible introduction to mixed methods for clinicians and researchers unfamiliar with this approach. We present a synthesis of key methodological literature on mixed methods research, with examples from our own work and that of others, to illustrate the practical applications of this approach within health research. We summarize definitions of mixed methods research, the value of this approach, key aspects of study design and analysis, and discuss the potential challenges of combining quantitative and qualitative methods and data. One of the key challenges within mixed methods research is the successful integration of quantitative and qualitative data during analysis and interpretation. However, the integration of different types of data can generate insights into a research question, resulting in enriched understanding of complex health research problems.
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Affiliation(s)
- Shema Tariq
- School of Health Sciences, City University London, EC1A 7QN, London, UK
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