Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where Ben Darlow is active.

Publication


Featured researches published by Ben Darlow.


European Journal of Pain | 2012

The association between health care professional attitudes and beliefs and the attitudes and beliefs, clinical management, and outcomes of patients with low back pain: A systematic review

Ben Darlow; Brona M. Fullen; Sarah Dean; Deirdre A. Hurley; G.D. Baxter; Anthony Dowell

It has been suggested that health care professional (HCP) attitudes and beliefs may negatively influence the beliefs of patients with low back pain (LBP), but this has not been systematically reviewed. This review aimed to investigate the association between HCP attitudes and beliefs and the attitudes and beliefs, clinical management, and outcomes of this patient population.


Annals of Family Medicine | 2013

The Enduring Impact of What Clinicians Say to People With Low Back Pain

Ben Darlow; Anthony Dowell; G. David Baxter; Fiona Mathieson; Meredith Perry; Sarah Dean

PURPOSE The purpose of this study was to explore the formation and impact of attitudes and beliefs among people experiencing acute and chronic low back pain. METHODS Semistructured qualitative interviews were conducted with 12 participants with acute low back pain (less than 6 weeks’ duration) and 11 participants with chronic low back pain (more than 3 months’ duration) from 1 geographical region within New Zealand. Data were analyzed using an Interpretive Description framework. RESULTS Participants’ underlying beliefs about low back pain were influenced by a range of sources. Participants experiencing acute low back pain faced considerable uncertainty and consequently sought more information and understanding. Although participants searched the Internet and looked to family and friends, health care professionals had the strongest influence upon their attitudes and beliefs. Clinicians influenced their patients’ understanding of the source and meaning of symptoms, as well as their prognostic expectations. Such information and advice could continue to influence the beliefs of patients for many years. Many messages from clinicians were interpreted as meaning the back needed to be protected. These messages could result in increased vigilance, worry, guilt when adherence was inadequate, or frustration when protection strategies failed. Clinicians could also provide reassurance, which increased confidence, and advice, which positively influenced the approach to movement and activity. CONCLUSIONS Health care professionals have a considerable and enduring influence upon the attitudes and beliefs of people with low back pain. It is important that this opportunity is used to positively influence attitudes and beliefs.


Spine | 2015

Easy to Harm, Hard to Heal: Patient Views About the Back.

Ben Darlow; Sarah Dean; Meredith Perry; Fiona Mathieson; G. David Baxter; Anthony Dowell

Study Design. Qualitative interview study. Objective. Explore attitudes, beliefs, and perceptions related to low back pain (LBP) and analyze how these might influence the perceived threat associated with back pain. Summary of Background Data. Psychological factors that contribute to the perceived threat associated with LBP play an important role in back pain development and the progression to persistent pain and disability. Improved understanding of underlying beliefs may assist clinicians to investigate and assess these factors. Methods. Semistructured qualitative interviews were conducted with 12 participants with acute LBP (<6-wk duration) and 11 participants with chronic LBP (>3 mo duration). Data were analyzed thematically using the framework of Interpretive Description. Results. The back was viewed as being vulnerable to injury due to its design, the way in which it is used, and personal physical traits or previous injury. Consequently, participants considered that they needed to protect their back by resting, being careful with or avoiding dangerous activities, and strengthening muscles or controlling posture. Participants considered LBP to be special in its nature and impact, and they thought it difficult to understand without personal experience. The prognosis of LBP was considered uncertain by those with acute pain and poor by those with chronic pain. These beliefs combined to create a negative (mis)representation of the back. Conclusion. Negative assumptions about the back made by those with LBP may affect information processing during an episode of pain. This may result in attentional bias toward information indicating that the spine is vulnerable, an injury is serious, or the outcome will be poor. Approaching consultations with this understanding may assist clinicians to have a positive influence on beliefs. Level of Evidence: 3


BMJ Open | 2014

Cross-sectional survey of attitudes and beliefs about back pain in New Zealand

Ben Darlow; Meredith Perry; James Stanley; Fiona Mathieson; Markus Melloh; G.D. Baxter; Anthony Dowell

Objectives To explore the prevalence of attitudes and beliefs about back pain in New Zealand and compare certain beliefs based on back pain history or health professional exposure. Design Population-based cross-sectional survey. Setting Postal survey. Participants New Zealand residents and citizens aged 18 years and above. 1000 participants were randomly selected from the New Zealand Electoral Roll. Participants listed on the Electoral Roll with an overseas postal address were excluded. 602 valid responses were received. Measures Attitudes and beliefs about back pain were measured with the Back Pain Attitudes Questionnaire (Back-PAQ). The interaction between attitudes and beliefs and (1) back pain experience and (2) health professional exposure was investigated. Results The lifetime prevalence of back pain was reported as 87% (95% CI 84% to 90%), and the point prevalence as 27% (95% CI 24% to 31%). Negative views about the back and back pain were prevalent, in particular the need to protect the back to prevent injury. People with current back pain had more negative overall scores, particularly related to back pain prognosis. There was uncertainty about links between pain and injury and appropriate physical activity levels during an episode of back pain. Respondents had more positive views about activity if they had consulted a health professional about back pain. The beliefs of New Zealanders appeared to be broadly similar to those of other Western populations. Conclusions A large proportion of respondents believed that they needed to protect their back to prevent injury; we theorise that this belief may result in reduced confidence to use the back and contribute to fear avoidance. Uncertainty regarding what is a safe level of activity during an episode of back pain may limit participation. People experiencing back pain may benefit from more targeted information about the positive prognosis. The provision of clear guidance about levels of activity may enable confident participation in an active recovery.


BMJ Open | 2014

The development and exploratory analysis of the Back Pain Attitudes Questionnaire (Back-PAQ)

Ben Darlow; Meredith Perry; Fiona Mathieson; James Stanley; Markus Melloh; Reginald Marsh; G. David Baxter; Anthony Dowell

Objectives To develop an instrument to assess attitudes and underlying beliefs about back pain, and subsequently investigate its internal consistency and underlying structures. Design The instrument was developed by a multidisciplinary team of clinicians and researchers based on analysis of qualitative interviews with people experiencing acute and chronic back pain. Exploratory analysis was conducted using data from a population-based cross-sectional survey. Setting Qualitative interviews with community-based participants and subsequent postal survey. Participants Instrument development informed by interviews with 12 participants with acute back pain and 11 participants with chronic back pain. Data for exploratory analysis collected from New Zealand residents and citizens aged 18 years and above. 1000 participants were randomly selected from the New Zealand Electoral Roll. 602 valid responses were received. Measures The 34-item Back Pain Attitudes Questionnaire (Back-PAQ) was developed. Internal consistency was evaluated by the Cronbach α coefficient. Exploratory analysis investigated the structure of the data using Principal Component Analysis. Results The 34-item long form of the scale had acceptable internal consistency (α=0.70; 95% CI 0.66 to 0.73). Exploratory analysis identified five two-item principal components which accounted for 74% of the variance in the reduced data set: ‘vulnerability of the back’; ‘relationship between back pain and injury’; ‘activity participation while experiencing back pain’; ‘prognosis of back pain’ and ‘psychological influences on recovery’. Internal consistency was acceptable for the reduced 10-item scale (α=0.61; 95% CI 0.56 to 0.66) and the identified components (α between 0.50 and 0.78). Conclusions The 34-item long form of the scale may be appropriate for use in future cross-sectional studies. The 10-item short form may be appropriate for use as a screening tool, or an outcome assessment instrument. Further testing of the 10-item Back-PAQs construct validity, reliability, responsiveness to change and predictive ability needs to be conducted.


British Journal of Sports Medicine | 2017

It is time to stop causing harm with inappropriate imaging for low back pain

Ben Darlow; Bruce B. Forster; Kieran O'Sullivan; Peter O'Sullivan

Inappropriate imaging for low back pain (LBP) can cause harm in three ways: 1. Misinterpretation of results by clinicians resulting in unhelpful advice, needless subsequent investigations (downstream testing) and invasive interventions, including surgery;1 2. Misinterpretation of results by patients resulting in catastrophisation, fear and avoidance of movement and activity, and low expectations of recovery;2 3. Side effects such as exposure to radiation.3 Problems associated with excessive imaging for LBP are well recognised (http://www.choosingwisely.org) and useful evidence-based guidelines have been developed to help clinicians determine when investigation is appropriate.3 However, currently, 42% of patients with LBP receive an X-ray, CT or MRI within 1 year of diagnosis, and of these, 80% receive imaging within 1 month of presentation.4 The uptake of imaging guidelines is likely to be similarly insufficient among the sports medicine community, where lumbar imaging is frequently used. As well as recognising when imaging is appropriate, evidence-based reporting and interpretation of imaging findings is critical. The contents of …


Archives of Physical Medicine and Rehabilitation | 2016

Putting Physical Activity While Experiencing Low Back Pain in Context: Balancing the Risks and Benefits

Ben Darlow; Meredith Perry; Sarah Dean; Fiona Mathieson; G. David Baxter; Anthony Dowell

OBJECTIVE To analyze attitudes and beliefs about movement and physical activity in people with low back pain (LBP) and compare these beliefs between people with acute and chronic LBP. DESIGN Qualitative inductive analysis of data collected via face-to-face semistructured interviews. Interviews were audio-recorded and transcribed verbatim. SETTING Participants were purposively recruited from 1 region of New Zealand. PARTICIPANTS Persons with LBP (N=23), consisting of individuals with acute LBP (<6wk; n=12) and chronic LBP (>3mo; n=11). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE Themes that emerged from participant interview transcripts using analysis based on Interpretative Description. RESULTS Participants with acute and chronic LBP made judgments about physical activity and rest using the same conceptual model. Concerns about creating more pain, tissue damage, or impairment influenced the physical activity judgments of most participants with acute and chronic LBP. These perceived risks were balanced against the perceived benefits, the most important of which were psychological or social rather than physical. Judgments made by those with acute and chronic LBP were context dependent and influenced by the nature and duration of pain, the type of physical activity, the importance of the activity, and the participants previous experience. Participants with acute pain who had not experienced back pain previously often expressed more uncertainty, whereas those with chronic LBP appeared to have developed cognitive rules that determined physical activity decisions. CONCLUSIONS Exploring the perceived risks, benefits, and contextual factors that influence decisions about physical activity and rest may help clinicians to understand the behavior of patients with acute and chronic LBP. Clinicians may best support their patients to engage in physical activity by providing an informed assessment of risks and an explanation about the range of potential benefits.


BMJ Open | 2015

Accessing primary care Big Data: the development of a software algorithm to explore the rich content of consultation records

Jayden MacRae; Ben Darlow; Lynn McBain; O Jones; Maria Stubbe; Nicola Turner; Anthony Dowell

Objective To develop a natural language processing software inference algorithm to classify the content of primary care consultations using electronic health record Big Data and subsequently test the algorithms ability to estimate the prevalence and burden of childhood respiratory illness in primary care. Design Algorithm development and validation study. To classify consultations, the algorithm is designed to interrogate clinical narrative entered as free text, diagnostic (Read) codes created and medications prescribed on the day of the consultation. Setting Thirty-six consenting primary care practices from a mixed urban and semirural region of New Zealand. Three independent sets of 1200 child consultation records were randomly extracted from a data set of all general practitioner consultations in participating practices between 1 January 2008–31 December 2013 for children under 18 years of age (n=754 242). Each consultation record within these sets was independently classified by two expert clinicians as respiratory or non-respiratory, and subclassified according to respiratory diagnostic categories to create three ‘gold standard’ sets of classified records. These three gold standard record sets were used to train, test and validate the algorithm. Outcome measures Sensitivity, specificity, positive predictive value and F-measure were calculated to illustrate the algorithms ability to replicate judgements of expert clinicians within the 1200 record gold standard validation set. Results The algorithm was able to identify respiratory consultations in the 1200 record validation set with a sensitivity of 0.72 (95% CI 0.67 to 0.78) and a specificity of 0.95 (95% CI 0.93 to 0.98). The positive predictive value of algorithm respiratory classification was 0.93 (95% CI 0.89 to 0.97). The positive predictive value of the algorithm classifying consultations as being related to specific respiratory diagnostic categories ranged from 0.68 (95% CI 0.40 to 1.00; other respiratory conditions) to 0.91 (95% CI 0.79 to 1.00; throat infections). Conclusions A software inference algorithm that uses primary care Big Data can accurately classify the content of clinical consultations. This algorithm will enable accurate estimation of the prevalence of childhood respiratory illness in primary care and resultant service utilisation. The methodology can also be applied to other areas of clinical care.


Journal of Interprofessional Care | 2016

What makes an interprofessional education programme meaningful to students? Findings from focus group interviews with students based in New Zealand

Ben Darlow; Sarah Donovan; Karen Coleman; Eileen McKinlay; Louise Beckingsale; Peter Gallagher; Ben Gray; Hazel Neser; Meredith Perry; Sue Pullon

ABSTRACT It is important to understand what an interprofessional education (IPE) experience means to students and what makes it meaningful so that optimal use can be made of IPE opportunities and resources. This article reports qualitative data from a larger study evaluating an 11-hour IPE programme which focused on long-term condition management. Qualitative analysis aimed to explore students’ perspectives of the programme. Forty-one students from dietetics, medicine, physiotherapy, and radiation therapy were invited to participate in interprofessional focus groups. Data gathered from 34 students who participated in two focus groups were analysed inductively using thematic analysis. Three key themes emerged related to (i) learning, (ii) perceived long-term professional benefits, and (iii) the structure and content of the programme. Participants considered the programme to be a valuable learning opportunity with direct relevance to their future clinical careers. Findings indicated that providing students with an opportunity to learn about each other should be prioritised within IPE programmes and that this process should be student-led. This may help students to effectively learn with and from each other. Students perceived active learning activities, including interviewing a patient in their home and presenting findings to their peers, to be particularly valuable.


BMJ Open | 2017

Childhood respiratory illness presentation and service utilisation in primary care: A six-year cohort study in Wellington, New Zealand, using natural language processing (NLP) software

Anthony Dowell; Ben Darlow; Jayden MacRae; Maria Stubbe; Nikki Turner; Lynn McBain

Objectives To identify childhood respiratory tract-related illness presentation rates and service utilisation in primary care by interrogating free text and coded data from electronic medical records. Design Retrospective cohort study. Data interrogation used a natural language processing software inference algorithm. Setting 36 primary care practices in New Zealand. Data analysed from January 2008 to December 2013. Participants The records from 77 582 children enrolled were reviewed over a 6-year period to estimate the presentation of childhood respiratory illness and service utilisation. This cohort represents 268 919 person-years of data and over 650 000 unique consultations. Main outcome measure Childhood respiratory illness presentation rate to primary care practice, with description of seasonal and yearly variation. Results Respiratory conditions constituted 46% of all child-general practitioner consultations with a stable year-on-year pattern of seasonal peaks. Upper respiratory tract infection was the most common respiratory category accounting for 21.0% of all childhood consultations, followed by otitis media (12.2%), wheeze-related illness (9.7%), throat infection (7.4%) and lower respiratory tract infection (4.4%). Almost 70% of children presented to their general practitioner with at least one respiratory condition in their first year of life; this reduced to approximately 25% for children aged 10–17. Conclusion This is the first study to assess the primary care incidence and service utilisation of childhood respiratory illness in a large primary care cohort by interrogating electronic medical record free text. The study identified the very high primary care workload related to childhood respiratory illness, especially during the first 2 years of life. These data can enable more effective planning of health service delivery. The findings and methodology have relevance to many countries, and the use of primary care ‘big data’ in this way can be applied to other health conditions.

Collaboration


Dive into the Ben Darlow's collaboration.

Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Top Co-Authors

Avatar
Researchain Logo
Decentralizing Knowledge