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Development and internal validation of a machine learning prediction model for low back pain non-recovery in patients with an acute episode consulting a physiotherapist in primary care

Hoogeboom, T.J. (Thomas) (Phd); Lankveld, W. (Wim) van (Phd); Knoop, J (Jesper) (Phd); Hoppenbrouwers, S. (Stijn) (Phd); Heymans, M.W. (M.) (Phd); Overmeeren, E. (Elon) van (Extern); Veenhof, C. (Cindy) (Lector); Sappelli, M. (Maja) (Onderzoeker); Wees, P.J. (Philip) van der (Professor); Soer, (Remko) (Associate Lector); Beijer, ( Lilian) (Extern); Geerdink, (Frank) (Onderzoeker); Vissers, (Kris) (Extern); Staal, (Bart) (Extern); Mittendorff, ( Kariene ) (Associate Lector); Holkenborg, (Kris)

Background While low back pain occurs in nearly everybody and is the leading cause of disability worldwide, we lack instruments to accurately predict persistence of acute low back pain. We aimed to develop and internally validate a machine learning model predicting non-recovery in acute low back pain …

2022-09-01AlgemeenArtikel

Development and internal validation of a machine learning prediction model for low back pain non-recovery in patients with an acute episode consulting a physiotherapist in primary care

J. Knoop; Wim van Lankveld; Lilian Beijer; F.J.B Geerdink; M.W. Heymans; T.J. Hoogeboom; Stijn Hoppenbrouwers; E. van Overmeeren; R Soer; C. Veenhof; K.C.P Vissers; P. J. van der Wees; Maya Sappelli; Bart Staal

2022AlgemeenArtikel

Use and perceived added value of patient-reported measurement instruments by physiotherapists treating acute low back pain: a survey study among Dutch physiotherapists

J. Knoop; Wim van Lankveld; Gerda Geerdink; R Soer; Bart Staal

2020AlgemeenArtikel

Prognostic factors for persistent pain after a first episode of nonspecific idiopathic, non-traumatic neck pain

Martine Verwoerd (Lid Lectoraat); Harriët Wittink (Lector); François Maissan (Lid Lectoraat); Edwin de Raaij (Lid Lectoraat); Rob Smeets (Onderzoeker)

Background: Prognosis of acute idiopathic neck pain is poor. An overview of modifiable and non-modifiable prognostic factors for the development of chronic musculoskeletal neck pain after an episode of idiopathic, non-traumatic neck pain is needed. Objective: Identify prognostic factors for pain intensity …

2019GezondheidArtikel

Factor analyses for the Örebro Musculoskeletal Pain Questionnaire for working and nonworking patients with chronic low back pain

Soer, R. (Remco) (Associatelector); Vroomen, P. (Patrick) (Researcher); Stewart, R. (Roy) (Researcher); Coppens, M. (Maarten) (Researcher); Stegeman, P. (Patrick) (Researcher); Dijkstra, P. (Pieter) (Researcher); Reneman, M. (Michiel) (Researcher)

The Örebro Musculoskeletal Pain Questionnaire (ÖMPQ) has good psychometric properties to predict return to work in patients with acute low back pain. Although it is used in patients with chronic back pain and nonworkers, there is no evidence on the factor structure of the ÖMPQ in these populations. This …

2017-04-01AlgemeenArtikel

Chronic non-specific low back pain: course and prognosis

K. Verkerk

Chronic non-specific low back pain is assumed to be a multifactorial affliction, implying that a number of different risk factors contribute to its development and persistence. After onset, prognostic factors can potentially predict the future course. Risk factors for the development of chronic pain …

2014-09-17GezondheidProefschrift

Management of LBP at primary care level in South Africa: up to standards?

Major-Helsloot, Mel E; Crous, Lynette C; Grimmer-Somers, Karen; Louw, Quinette A

BACKGROUND : Primary Health Care (PHC) is well suited for management of low back pain (LBP). Prevalence of (chronic) LBP is suspected to be high among visitors of the South African primary care centers, but currently no information exists on prevalence or guideline adherence. OBJECTIVES : To establish …

2014-09AlgemeenArtikel

A note of caution with respect to the Low Back Pain Perception Scale in primary care physiotherapy

Hallegraeff, Joannes; de Greef, Mathieu; Krijnen, Wim (Statistical Techniques For Applied Research); van der Schans, Cees (Healthy Ageing, Allied Health Care And Nursing)

BACKGROUND: The predictive validity of the Low Back Pain Perception Scale is determined in two studies in general practice and showed sufficient discriminative ability, although the psychometric properties of the scale have never been established until now. OBJECTIVE: To determine the reliability and …

2014AlgemeenArtikel

Prognosis and Course of Disability in Patients With Chronic Nonspecific Low Back Pain: A 5- and 12-Month Follow-up Cohort Study

K. Verkerk (Lid Lectoraat); M.W. Heymans; I. Ronchetti; A.L. Pool-Goudzwaard; P.A.J. Luijsterburg; B.W. Koes; H.S. Miedema (Lector)

There is no strong evidence to support the claim that 80% to 90% of patients with low back pain (LBP) become pain-free within 1 month; on average, 62% (range42%–75%) of the patients still experienced back pain after 12 months.1 Studies following patients over a 12-month period have shown that LBP is …

2013-03-03GezondheidArtikel

Measurement of acute nonspecific low back pain perception in primary care physical therapy

Hallegraeff, Joannes; van der Schans, Cees (Healthy Ageing, Allied Health Care And Nursing); Krijnen, Wim (Statistical Techniques For Applied Research); de Greef, Mathieu

The Dutch version of the Brief Illness Perception Questionnaire is an appropriate instrument for measuring patients' perceptions in acute low back pain patients, showing acceptable internal consistency and reliability. Concurrent validity is adequate, however, the instrument may be unsuitable for detecting …

2013-02-01AlgemeenArtikel

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