hello, I need the following analysis paraphrased, stick to the sample of the study/

hello, I need the following analysis paraphrased, stick to the sample of the study/ reproducibility as a concentration Questions about attitudes toward psychiatric medications were somewhat more detailed in the 1998 survey than in the 2006 survey. However, to make results of both surveys comparable, the analyses reported here were limited to questions asked in both surveys. These comprised four questions assessing opinions about the benefits of psychiatric medications, including helping people deal with day-to-day stresses, making relationships with family and friends easier, helping people control their symptoms, and helping people to feel better about themselves. Two questions assessed opinions about risks of medications, including potential physical harm and interference with daily activities. Four questions assessed willingness to take these medications in different hypothetical situations, including trouble in personal life, difficulty coping with stresses, symptoms of major depression (feeling depressed, tired, or worthless and having trouble sleeping and concentrating), and symptoms of panic attacks (having periods of intense fear with no apparent reason and trembling, sweating, feeling dizzy, and fearing loss of control or going crazy). Responses were rated on 5-point Likert scales ranging from strongly agree, 5, to strongly disagree, 1, for opinions about benefits and risks of medications. Willingness to take medications was rated from very likely, 5, to very unlikely, 1. The participants basic sociodemographic characteristics, including gender, age, race and ethnicity, and education, were also recorded and adjusted for in the multivariate analyses. Several previous studies have shown these variables to be associated with public attitudes toward mental health treatments. Analyses were conducted in four stages. First, change across survey years was examined for each question. In a series of bivariate ordinal logistic regression models the rating of opinion or willingness to take medications was the dependent variable and survey year (0 for 1998 and 1 for 2006) was the independent variable of interest. The odds ratios from these analyses reflect the likelihood of having a higher degree of agreement with the opinion statements or a greater willingness to take medications in 2006 compared with 1998. Dont know and missing responses were excluded from these analyses. Missing data were found in 3% to 10% of responses, depending on the specific question. Further analyses showed a greater number of cases with missing data among black respondents and in the group aged 65 and older. The median percentage with missing values on ratings of opinions and willingness to take medications was 12% (range 5%16%) among black respondents and 15% (range 6%22%) in the _65-year age group. Furthermore, on four of the ten ratings, 1998 respondents had a greater number of missing values compared with 2006 respondents. However, the median percentage of missing responses in 1998 was 8% (range 3%12%). Thus, even in these groups with a higher prevalence of missing data, the percentage was relatively small.

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