Explore BrainMass
Share

Explore BrainMass

    Relative Risk, Odds Ratio, Multiple Regression

    This content was COPIED from BrainMass.com - View the original, and get the already-completed solution here!

    1. A study is run to estimate the association between exposure to lead paint in childhood and attention-deficit hyperactivity disorder (ADHD). Data on n = 400 children are collected and data on exposure and ADHD diagnosis are shown below.

    Exposure to Lead Paint ADHD No ADHD
    Yes 34 71
    No 29 266

    A. Estimate the crude or unadjusted relative risk.

    ________

    B. Estimate the crude or unadjusted odds ratio.

    _______

    2. A study is conducted in patients with HIV. The primary outcome is CD4 cell count which is a measure of the stage of the disease. Lower CD4 counts are associated with more advanced disease. The investigators are interested in the association between vitamin and mineral supplements and CD4 count. A multiple regression analysis is performed relating CD4 count to use of supplements (coded as 1=yes, 0=no) and to duration of HIV, in years (i.e., the number of years between the diagnosis of HIV and the study date). For the analysis, Y=CD4 count.

    = 501.41 + 12.67 Supplements - 30.23 Duration of HIV

    A. What is the expected CD4 count for a patient taking supplements who has had HIV for 2.5 years?

    = ________

    B. What is the expected CD4 count for a patient not taking supplements who was diagnosed with HIV at study enrollment?

    = ________

    C. What is the expected CD4 count for a patient not taking supplements who has had HIV for 2.5 years.

    = ________


    3. A study is conducted to evaluate risk factors for incident hypertension. All participants are free of hypertension at the start of the study and are followed for 4 years at which time they are re-assessed for hypertension. Risk factors are measured in all participants at the start of the study. A total of n=3182 participants enroll and 1123 develop hypertension over 4 years. The following table displays the numbers of participants who develop hypertension by gender and age group.

    Women Develop
    Hypertension Do Not Develop Hypertension Total
    Age 50+ Years 255 237 492
    Age < 50 Years 241 916 1157
    Total 496 1153 1649

    Men Develop
    Hypertension Do Not Develop Hypertension Total
    Age 50+ Years 283 188 471
    Age < 50 Years 344 718 1062
    Total 627 906 1533

    A. What is the relative risk for hypertension in women 50+ years versus women < 50 years of age?

    = ________

    B. What is the relative risk for hypertension in men 50+ years versus men < 50 years of age?

    = ________

    © BrainMass Inc. brainmass.com October 10, 2019, 8:04 am ad1c9bdddf
    https://brainmass.com/health-sciences/quantitative-research-methods/relative-risk-odds-ratio-multiple-regression-607167

    Attachments

    Solution Preview

    1. A study is run to estimate the association between exposure to lead paint in childhood and attention-deficit hyperactivity disorder (ADHD). Data on n = 400 children are collected and data on exposure and ADHD diagnosis are shown below.

    Exposure to Lead Paint ADHD No ADHD Total
    Yes 34 71 105
    No 29 266 295

    A. Estimate the crude or unadjusted relative risk.

    = P(ADHD | Yes Exposure) / P(ADHD | No Exposure)
    = (34 / 105) / (29 / 295)
    = 0.3238 / 0.0983
    = 3.294

    B. Estimate the crude or unadjusted odds ratio.

    = (odds Yes Exposure) / (odds No Exposure)
    = (34 / 71) / (29 / 266)
    = 0.4789 / 0.1090
    = 4.392

    2. A study is conducted in patients with HIV. The primary outcome is CD4 cell count which is a measure of the ...

    Solution Summary

    Step-by-step solutions have been provided in the Word file attached. The crude or unadjusted relative risk is estimated.

    $2.19