Risk factor measurement quality in primary care routine data was variable but nondifferential between individuals

Abstract Objective To retrospectively assess the quality of cardiovascular disease risk factor measurements in routinely collected data and to examine whether there are systematic differences in measurement quality between individuals of different socioeconomic status, and changes in measurement qua...

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Published inJournal of clinical epidemiology Vol. 61; no. 3; pp. 261 - 267.e16
Main Authors Lyratzopoulos, G, Heller, R.F, Hanily, M, Lewis, P.S
Format Journal Article
LanguageEnglish
Published New York, NY Elsevier Inc 01.03.2008
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Abstract Abstract Objective To retrospectively assess the quality of cardiovascular disease risk factor measurements in routinely collected data and to examine whether there are systematic differences in measurement quality between individuals of different socioeconomic status, and changes in measurement quality over time. Study Design and Setting Comparison of last digit preference in risk factor measurement between a “routine” data set (related to a primary care–based UK cardiovascular risk factor screening programme) and relevant prospective epidemiological surveys (Health Survey for England [HSE] and WHO MONICA). For the routine data set, the records of 37,161 women and 33,977 men aged 35–60 years with a first screening episode during the 11-year period 1989–1999 were analyzed. Results Last digits of height, weight, and total cholesterol measurements in the routine data set did not exhibit a digit preference pattern, although the degree of random measurement error was greater compared with epidemiological survey data. The last digits of systolic and diastolic blood pressure (BP) measurements exhibited a strong last digit preference pattern for “0”—comprising 63.1% and 67.3% of all observations in men and women, respectively. Except for diastolic BP in men, last digit distribution patterns were not associated with participant's socioeconomic status and showed no change over time. Conclusion It may be feasible to study changes over time in cardiovascular disease risk factor levels in different socioeconomic groups using routine data sets; however, prior critical examination of measurement quality is necessary.
AbstractList OBJECTIVETo retrospectively assess the quality of cardiovascular disease risk factor measurements in routinely collected data and to examine whether there are systematic differences in measurement quality between individuals of different socioeconomic status, and changes in measurement quality over time.STUDY DESIGN AND SETTINGComparison of last digit preference in risk factor measurement between a "routine" data set (related to a primary care-based UK cardiovascular risk factor screening programme) and relevant prospective epidemiological surveys (Health Survey for England [HSE] and WHO MONICA). For the routine data set, the records of 37,161 women and 33,977 men aged 35-60 years with a first screening episode during the 11-year period 1989-1999 were analyzed.RESULTSLast digits of height, weight, and total cholesterol measurements in the routine data set did not exhibit a digit preference pattern, although the degree of random measurement error was greater compared with epidemiological survey data. The last digits of systolic and diastolic blood pressure (BP) measurements exhibited a strong last digit preference pattern for "0"-comprising 63.1% and 67.3% of all observations in men and women, respectively. Except for diastolic BP in men, last digit distribution patterns were not associated with participant's socioeconomic status and showed no change over time.CONCLUSIONIt may be feasible to study changes over time in cardiovascular disease risk factor levels in different socioeconomic groups using routine data sets; however, prior critical examination of measurement quality is necessary.
To retrospectively assess the quality of cardiovascular disease risk factor measurements in routinely collected data and to examine whether there are systematic differences in measurement quality between individuals of different socioeconomic status, and changes in measurement quality over time. Comparison of last digit preference in risk factor measurement between a "routine" data set (related to a primary care-based UK cardiovascular risk factor screening programme) and relevant prospective epidemiological surveys (Health Survey for England [HSE] and WHO MONICA). For the routine data set, the records of 37,161 women and 33,977 men aged 35-60 years with a first screening episode during the 11-year period 1989-1999 were analyzed. Last digits of height, weight, and total cholesterol measurements in the routine data set did not exhibit a digit preference pattern, although the degree of random measurement error was greater compared with epidemiological survey data. The last digits of systolic and diastolic blood pressure (BP) measurements exhibited a strong last digit preference pattern for "0"--comprising 63.1% and 67.3% of all observations in men and women, respectively. Except for diastolic BP in men, last digit distribution patterns were not associated with participant's socioeconomic status and showed no change over time. It may be feasible to study changes over time in cardiovascular disease risk factor levels in different socioeconomic groups using routine data sets; however, prior critical examination of measurement quality is necessary.
To retrospectively assess the quality of cardiovascular disease risk factor measurements in routinely collected data and to examine whether there are systematic differences in measurement quality between individuals of different socioeconomic status, and changes in measurement quality over time. Comparison of last digit preference in risk factor measurement between a "routine" data set (related to a primary care-based UK cardiovascular risk factor screening programme) and relevant prospective epidemiological surveys (Health Survey for England [HSE] and WHO MONICA). For the routine data set, the records of 37,161 women and 33,977 men aged 35-60 years with a first screening episode during the 11-year period 1989-1999 were analyzed. Last digits of height, weight, and total cholesterol measurements in the routine data set did not exhibit a digit preference pattern, although the degree of random measurement error was greater compared with epidemiological survey data. The last digits of systolic and diastolic blood pressure (BP) measurements exhibited a strong last digit preference pattern for "0"-comprising 63.1% and 67.3% of all observations in men and women, respectively. Except for diastolic BP in men, last digit distribution patterns were not associated with participant's socioeconomic status and showed no change over time. It may be feasible to study changes over time in cardiovascular disease risk factor levels in different socioeconomic groups using routine data sets; however, prior critical examination of measurement quality is necessary.
Abstract Objective To retrospectively assess the quality of cardiovascular disease risk factor measurements in routinely collected data and to examine whether there are systematic differences in measurement quality between individuals of different socioeconomic status, and changes in measurement quality over time. Study Design and Setting Comparison of last digit preference in risk factor measurement between a “routine” data set (related to a primary care–based UK cardiovascular risk factor screening programme) and relevant prospective epidemiological surveys (Health Survey for England [HSE] and WHO MONICA). For the routine data set, the records of 37,161 women and 33,977 men aged 35–60 years with a first screening episode during the 11-year period 1989–1999 were analyzed. Results Last digits of height, weight, and total cholesterol measurements in the routine data set did not exhibit a digit preference pattern, although the degree of random measurement error was greater compared with epidemiological survey data. The last digits of systolic and diastolic blood pressure (BP) measurements exhibited a strong last digit preference pattern for “0”—comprising 63.1% and 67.3% of all observations in men and women, respectively. Except for diastolic BP in men, last digit distribution patterns were not associated with participant's socioeconomic status and showed no change over time. Conclusion It may be feasible to study changes over time in cardiovascular disease risk factor levels in different socioeconomic groups using routine data sets; however, prior critical examination of measurement quality is necessary.
Author Lewis, P.S
Lyratzopoulos, G
Hanily, M
Heller, R.F
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Issue 3
Keywords Measurement
Data
Routine
Quality
Care
Primary
Human
Socioeconomic status
Primary health care
Cardiovascular disease
Epidemiology
Risk factor
Cardiovascular risk
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Snippet Abstract Objective To retrospectively assess the quality of cardiovascular disease risk factor measurements in routinely collected data and to examine whether...
To retrospectively assess the quality of cardiovascular disease risk factor measurements in routinely collected data and to examine whether there are...
OBJECTIVETo retrospectively assess the quality of cardiovascular disease risk factor measurements in routinely collected data and to examine whether there are...
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SubjectTerms Adult
Age Factors
Archives & records
Biological and medical sciences
Blood Pressure
Body Height
Body Weight
Cardiovascular disease
Cardiovascular diseases
Cardiovascular Diseases - etiology
Care
Cholesterol
Cholesterol - blood
Data
Data collection
Datasets
Epidemiology
Female
General aspects
Health care policy
Health risks
Humans
Internal Medicine
Male
Mass Screening - standards
Measurement
Medical Records - standards
Medical sciences
Middle Aged
Planification. Prevention (methods). Intervention. Evaluation
Primary
Primary care
Primary Health Care - standards
Public health. Hygiene
Public health. Hygiene-occupational medicine
Quality
Risk Factors
Routine
Socioeconomic factors
Socioeconomics
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Title Risk factor measurement quality in primary care routine data was variable but nondifferential between individuals
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