Estimation of individual reference intervals in small sample sizes
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Estimation of individual reference intervals in small sample sizes. / Hansen, Ase Marie; Garde, Anne Helene; Eller, Nanna Hurwitz; Hansen, Åse Marie.
I: International Journal of Hygiene and Environmental Health, Bind 210, Nr. 3-4, 2007, s. 471-8.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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TY - JOUR
T1 - Estimation of individual reference intervals in small sample sizes
AU - Hansen, Ase Marie
AU - Garde, Anne Helene
AU - Eller, Nanna Hurwitz
AU - Hansen, Åse Marie
PY - 2007
Y1 - 2007
N2 - In occupational health studies, the study groups most often comprise healthy subjects performing their work. Sampling is often planned in the most practical way, e.g., sampling of blood in the morning at the work site just after the work starts. Optimal use of reference intervals requires that the population, on which the reference interval is based, is representative for the study group in question. The International Federation of Clinical Chemistry and Laboratory Medicine (IFCC) recommends estimating reference interval on at least 120 subjects. It may be costly and difficult to gain group sizes of that order of magnitude for all topics in question. Therefore, new methods to estimate reference intervals for small sample sizes are needed. We present an alternative method based on variance component models. The models are based on data from 37 men and 84 women taking into account biological variation from various variables such as gender, age, BMI, alcohol, smoking, and menopause. The reference intervals were compared to reference intervals calculated using IFCC recommendations. Where comparable, the IFCC calculated reference intervals had a wider range compared to the variance component models presented in this study. The presented method enables occupational health researchers to calculate reference intervals for specific groups, i.e. smokers versus non-smokers, etc. In conclusion, the variance component models provide an appropriate tool to estimate reference intervals based on small sample sizes.
AB - In occupational health studies, the study groups most often comprise healthy subjects performing their work. Sampling is often planned in the most practical way, e.g., sampling of blood in the morning at the work site just after the work starts. Optimal use of reference intervals requires that the population, on which the reference interval is based, is representative for the study group in question. The International Federation of Clinical Chemistry and Laboratory Medicine (IFCC) recommends estimating reference interval on at least 120 subjects. It may be costly and difficult to gain group sizes of that order of magnitude for all topics in question. Therefore, new methods to estimate reference intervals for small sample sizes are needed. We present an alternative method based on variance component models. The models are based on data from 37 men and 84 women taking into account biological variation from various variables such as gender, age, BMI, alcohol, smoking, and menopause. The reference intervals were compared to reference intervals calculated using IFCC recommendations. Where comparable, the IFCC calculated reference intervals had a wider range compared to the variance component models presented in this study. The presented method enables occupational health researchers to calculate reference intervals for specific groups, i.e. smokers versus non-smokers, etc. In conclusion, the variance component models provide an appropriate tool to estimate reference intervals based on small sample sizes.
KW - Adult
KW - Age Factors
KW - Data Interpretation, Statistical
KW - Female
KW - Health Status
KW - Humans
KW - Male
KW - Middle Aged
KW - Models, Statistical
KW - Occupational Health
KW - Reference Values
KW - Sample Size
KW - Sex Factors
U2 - 10.1016/j.ijheh.2007.01.012
DO - 10.1016/j.ijheh.2007.01.012
M3 - Journal article
C2 - 17270494
VL - 210
SP - 471
EP - 478
JO - International Journal of Hygiene and Environmental Health
JF - International Journal of Hygiene and Environmental Health
SN - 1438-4639
IS - 3-4
ER -
ID: 37474198