Exploratory Factor Analysis In Health And Human Services Dissertation

PAGES
4
WORDS
1213
Cite

¶ … 2008 Tenth Grade National-survey by Samhda/Icpsr Substance Abuse & Mental Health Data

The study extracted data from the 2008 10th Grade National Survey SAMHDA/ICPSR. A five-factor exploratory factor analysis was conducted. Factors were labeled Marijuana, Alcohol, Weekend Alcohol, Graduation, and Periodicals. Total variance for the analysis was 88.467. The factor showing the highest percentage of variance was Marijuana. More variables loaded on Alcohol than other factors. Respondents did not perceive consumption of alcohol as high risk unless it was excessive, or excessive on weekends. Respondents reported the use of tobacco products as less indicative of risk compared to marijuana, which warranted higher disapproval. Overall, respondents consider themselves to be well informed and were confident about future opportunities for higher education.

An Exploratory-Factor Analysis of Selected Variables from the 2008 Tenth Grade National-Survey by SAMHDA/ICPSR

Access to national level behavioral health data is important to professionals in the fields of health and human service. Under the United States Department of Health and Human Services (HHS), the collection, analysis, and dissemination of behavioral health data is the primary responsibility of the Center for Behavioral Health Statistics and Quality (CBHSQ), Substance Abuse and Mental Health Services Administration (SAMHSA). The Substance Abuse and Mental Health Data Archive (SAMHDA) initiative is funded through a contract with SAMHSA. Moreover, the University of Michigan, Inter-University Consortium for Political and drugs and alcohol, and illicit drugs by members of U.S. households who are 12 years of age or older. The sampling plan included stratification and weighting to assure representative samples across the states. Variance estimates were computed by using a clustered data analysis software package.

Participants

The respondent universe for the 2008 national survey was the civilian, noninstitutionalized population aged 12 years or older residing in the United States and the District of Columbia. The total targeted sample of 67,000 was allocated across three age groups: 12 to 17 years, 18 to 25 years, and 26 years and older. For the 2008 19th grade survey, the sampling frame would be those individuals in 10th grade from the 12 to 17-year-old group.

Data Collection?

The survey includes questions regarding respondents' age at first use, past month, annual, and lifetime use of eight drug classes. The survey also collects data about treatment history and perceived need for treatment for substance abuse. Questions regarding treatment for mental health disorders and questions from the Diagnostic and Statistical Manual (DSM) of Mental Disorders, which enable the application of diagnostic criteria, are included in the survey.

Data Analysis?

An exploratory factor analysis of select…

Sources Used in Documents:

Little information could be gathered about mental health issues for the 10th grade respondents in the available data from the survey. The data is not remarkable when compared to similar surveys about drug and alcohol use by high school students. That is to say that consumption of alcohol was not perceived as high risk unless consumption was excessive, or particularly, was excessive on weekends. Moreover, the use of tobacco products showed a different pattern of variance compared to marijuana, suggesting that marijuana is considered a more radical and risky drug -- and one that warranted higher disapproval. Overall, respondents consider themselves to be well informed and are confident about future opportunities for higher education. Future research should utilize question items related to mental health or from the DSM in this analysis as data regarding disordered thinking or school suspensions and difficulties with law enforcement are not included in the analysis.

References?

Johnston, L.D., Bachman, J.G., O'Malley, P.M., & Schulenberg, J.E. (2008). Monitoring the future: A continuing study of American youth (8th- and 10th-grade surveys). Substance Abuse & Mental Health Data Archive, ICPSR 25422. Retrieved from http://redowls.net/edd1006/secure/lectures/dap/factor/25422-0005-Codebook.pdf


Cite this Document:

"Exploratory Factor Analysis In Health And Human Services" (2015, February 22) Retrieved April 19, 2024, from
https://www.paperdue.com/essay/exploratory-factor-analysis-in-health-and-2148677

"Exploratory Factor Analysis In Health And Human Services" 22 February 2015. Web.19 April. 2024. <
https://www.paperdue.com/essay/exploratory-factor-analysis-in-health-and-2148677>

"Exploratory Factor Analysis In Health And Human Services", 22 February 2015, Accessed.19 April. 2024,
https://www.paperdue.com/essay/exploratory-factor-analysis-in-health-and-2148677

Related Documents

097 United States 0.109 0.093808 0.036112 0.068 Utah 0.1071 0.1401 0.035696 0.073 Vermont 0.1326 0.0988 0.040851 0.114 Virgin Islands NA NA NA Virginia 0.1048 0.0829 0.080009 0.092 Washington 0.1229 0.0669 0.027831 0.068 West Virginia 0.1293 0.0774 0.036499 0.055 Wisconsin 0.0954 0.0357 0.032367 0.097 Wyoming 0.1251 0.1453 0.053867 0.075 Notes All spending includes state and federal expenditures. Growth figures reflect increases in benefit payments and disproportionate share hospital payments; growth figures do not include administrative costs, accounting adjustments, or costs for the U.S. Territories. Definitions Federal Fiscal Year: Unless otherwise noted, years preceded by "FY" on statehealthfacts.org refer to the Federal Fiscal Year, which runs from October 1 through September 30.&nbsp; for example, FY 2009 refers to the period

Figure 1 portrays the state of Maryland, the location for the focus of this DRP. Figure 1: Map of Maryland, the State (Google Maps, 2009) 1.3 Study Structure Organization of the Study The following five chapters constitute the body of Chapter I: Introduction Chapter II: Review of the Literature Chapter III: Methods and Results Chapter IV: Chapter V: Conclusions, Recommendations, and Implications Chapter I: Introduction During Chapter I, the researcher presents this study's focus, as it relates to the

Effect of Forgiveness on Health
PAGES 105 WORDS 28998

Forgiveness on human health. In its simplest form, the purpose of the study is to evaluate human psychological stress that might constitute a risk factor for heart disease. Further, the study will also evaluate the impact of forgiveness on heart disease. However, such a simple dissertation clearly demands further definition. What, exactly, do we signify when we speak of heart disease? What is properly considered as forgiveness? What impact does

Health Policy Economics class. Master Degree level. It 8-12 pages long 10 resources. The topic Over-Utilization Emergency Room Services. I uploading project details. Reliance on emergency departments for non-emergent services has been on the increase with many people visiting them since they provide timely access to primary care. The 1985 Emergency Medical Treatment and Active Labor Act (EMTALA) mandated Medicare institutions to provide emergency departments for patients despite their regardless

Healthcare Legal Issues: Care and Treatment of Minors The evolution of the hospital is a unique social phenomenon reflecting societal attitudes toward illness and the welfare of the individual and the group. Hospitals existed in antiquity, in Egypt and in India. After Christianity became the state religion of the Roman Empire, hospitals were built in Christian nations. Subsequently, after Islam arose, hospitals were built in Moslem countries as well. Regardless of

, 2005). In addition, the workload on clinicians is often increased past the point of reasonable because it is too intrusive and time consuming to document patient encounters during clinic time (Grabenbauer, Skinner, and Windle, 2011). The amount of information that can accumulate in a patient's record from multiple sources can be daunting and lead to information overload. CDS alerts can be so common that clinicians begin to ignore them.