data analysis and interpretation specialization
TRANSCRIPT
Data Analysis and Interpretation Specialization
IntroductionIf we are very observant, you will not, but agree with me that, the media, such as the various broadcasts on the television, Internet, are fully loaded with various languages of sexual contents and themes for programs targeting teenagers, have dramatically changed over the years.Various, media programmes, feature teens, which are inclined with potentials and tendencies to engage in, or refrain from, sexual intercourse before marriage. Subsequently, young teens making adult decision far before they are mentally and physically ready. Many a time, leads to depression. Consequently, tendency to engage in risky behaviour which could eventually jeopardized their lives.
Statement of the ProblemIn our contemporary time, teens are much more vulnerable to risky sexual behavior at younger ages, than ever before. There could be many factors responsible for this, in part due to the mass media, peer pressure, and the lack of supervision by parents and other adults. Not only are adolescences at-risk for disease or pregnancy, but they are also experimenting with drugs and alcohol, which may also lead to unplanned sex. The whole show is rather appalling.
Purpose of the StudyAfter looking through the codebook for the NESARC study, I have decided that I am particularly interested to study if the Motivation to Engage in Risky Behaviors is Gender Dependent
Secondly, I will be looking at the reason, why Motivation to Engage in Risky Behaviors is Gender DependentI am not sure which variables to use, regarding the gender dependent of the Motivation to Engage in Risky Behavior.
Lastly, the cause and effect, measure and to what extents in Males as compare with the females, when comes to motivations, to engage in, or refrain from, sexual intercourse before marriage?Consequently, I will include all of the relevant variables in my personal codebook
POPULATION OF STUDY: AddHealth, (Secondary Data)Populations as used in research according to Odetunde (2011) may be defined as a set of all elements in a given research study.
Study Samples: Questionnaires are administered only to respondents who are at least 15 years old (and who are not married).
Selection Reference: Section 17 of the AddHeath CodebookZip, addresses Motivations to Engage in Risky BehaviorsWhich, deals with potential motivations, to engage in, or refrain from, sexual intercourse before marriage
Discretionary Questions Presentation: The next questions are about how you would feel about having sexual intercourse at this time in your life. Some people have sexual intercourse before they get married. Others do not. For these questions, it doesn’t matter whether you yourself have had intercourse. Just indicate whether you agree or disagree with the statements.
Research Questions:
i. Is the Motivation to Engage in Risky Behaviors is Gender Dependent?ii. What is the proportion of the Motivation to Engage in Risky Behaviors in Male compare
with the female? iii. What is the cause and to what extents does motivations, to engage in, or refrain from,
sexual intercourse before marriage contribute to Risky Behaviors in Males compare to Female?
Hypothesis Question:
Ho: Motivation to Engage in Risky Behaviors is not Gender Dependent
H1: Motivation to Engage in Risky Behaviors is Gender Dependent
Code Book Features:
SECTION A: PERSONAL DATA
This section is administered if MARRIED = “no” and respondent $ 15.
Please Tick (√) or fill were appropriate
1. Sex: (a) Male ( ), (b) Female ( )2. Age: …………………….. 3. Marital Status: (a) Single ( ), (b) Married ( )
SECTION B
Please indicate by ticking (√) in the appropriate box whether:
1 = Strongly Agree, 2 = Agree, 3 = neither agree nor disagree, 4 = Disagree, 5 = Strongly Agree, 6 = refused, 7 = legitimate skip [married or < 15]8 = don’t know, 9 = not applicable
This section is administered if MARRIED = “no” and respondent $ 15.1. If you had sexual intercourse, your friends would respect you more. H1MO1 num 1
138 1 strongly agree
427 2 agree
1454 3 neither agree nor disagree
1422 4 disagree
916 5 strongly disagree
20 6 refused
2074 7 legitimate skip [married or <15]
52 8 don’t know
1 9 not applicable
2. If you had sexual intercourse, your partner would lose respect for you. H1MO2 num 1
261 1 strongly agree
463 2 agree
1363 3 neither agree nor disagree
1568 4 disagree
681 5 strongly disagree
27 6 refused
2074 7 legitimate skip [married or <15]
66 8 don’t know
In Home Questionnaire Code Book, S.17Public Use Sample
Variable Type/Frequen
cy Code ResponseNam
e Length
1 9 not applicable3. If you had sexual intercourse, afterward, you would feel guilty. H1MO3 num 1
696 1 strongly agree
798 2 agree
1182 3 neither agree nor disagree
1219 4 disagree
448 5 strongly disagree
25 6 refused
2074 7 legitimate skip [married or <15]
61 8 don’t know
1 9 not applicable
If MOM, ask Q.4.
4.If you had sexual intercourse, it would upset {NAME OFMOTHER}. H1MO4 num 1
1675 1 strongly agree
1136 2 agree
719 3 neither agree nor disagree
407 4 disagree
143 5 strongly disagree
21 6 refused
2348 7legitimate skip [married or <15 or no MOM]
54 8 don’t know
1 9 not applicable
5.If you had sexual intercourse, it would give you a great deal ofphysical pleasure. H1MO5 num 1
617 1 strongly agree
1390 2 agree
1588 3 neither agree nor disagree
463 4 disagree
In Home Questionnaire Code Book, S.17Public Use Sample
Variable Type/
Frequency Code ResponseNam
e Length
239 5 strongly disagree
35 6 refused
2074 7 legitimate skip [married or <15]
97 8 don’t know
1 9 not applicable
6. If you had sexual intercourse, it would relax you. H1MO6 num 1
314 1 strongly agree
1052 2 agree
1946 3 neither agree nor disagree
678 4 disagree
293 5 strongly disagree
39 6 refused
2074 7 legitimate skip [married or <15]
107 8 don’t know
1 9 not applicable7. If R is male: If you had sexual intercourse, it would make you more
attractive to women.If R is female: If you had sexual intercourse, it would make you moreattractive to men. H1MO7 num 1
129 1 strongly agree
318 2 agree
1622 3 neither agree nor disagree
1363 4 disagree
889 5 strongly disagree
32 6 refused
2074 7 legitimate skip [married or <15]
76 8 don’t know
1 9 not applicable8. If you had sexual intercourse, you would feel less lonely. H1MO8 num 1
In Home Questionnaire Code Book, S.17Public Use Sample
Variable Type/
Frequency Code ResponseNam
e Length
144 1 strongly agree
595 2 agree
1412 3 neither agree nor disagree
1395 4 disagree
782 5 strongly disagree
30 6 refused
2074 7 legitimate skip [married or <15]
71 8 don’t know
1 9 not applicable9. If R is male:
If you got someone pregnant, it would be embarrassing
for your family.If R is female: If you got pregnant, it would be embarrassing for yourfamily. H1MO9 num 1
1515 1 strongly agree
1089 2 agree
720 3 neither agree nor disagree
726 4 disagree
295 5 strongly disagree
25 6 refused
2074 7 legitimate skip [married or <15]
59 8 don’t know
1 9 not applicable10. If R is male: If you got someone pregnant, it would be embarrassing
for you.If R is female:
If you got pregnant, it would be embarrassing for you. H1MO10 num 1
1611 1 strongly agree
1038 2 agree
587 3 neither agree nor disagree
762 4 disagree
In Home Questionnaire Code Book, S.17Public Use Sample
Variable Type/
Frequency Code ResponseNam
e Length
23 6 refused
2074 7 legitimate skip [married or <15]
50 8 don’t know
1 9 not applicable11. If R is male: If you got someone pregnant, you would have to quit
school.If R is female: If you got pregnant, you would have to quit school. H1MO11 num 1
328 1 strongly agree
540 2 agree
715 3 neither agree nor disagree
1755 4 disagree
995 5 strongly disagree
24 6 refused
2074 7 legitimate skip [married or <15]
68 8 don’t know
5 9 not applicable12. If R is male: If you got someone pregnant, you might marry the wrong
person, just to get married.If R is female: If you got pregnant, you might marry the wrong person,just to get married. H1MO12 num 1
516 1 strongly agree
1001 2 agree
776 3 neither agree nor disagree
1225 4 disagree
822 5 strongly disagree
26 6 refused
2074 7 legitimate skip [married or <15]
63 8 don’t know
1 9 not applicable
In Home Questionnaire Code Book, S.17Public Use Sample
Variable Type/Frequency Code Response Name Length
13. If R is male: If you got someone pregnant, you would be forced to grow up too fast. If R is female: If you got pregnant, you would be forced to grow up
too fast. H1MO13 num 1
1505 1 strongly agree
1687 2 agree
455 3 neither agree nor disagree
490 4 disagree
214 5 strongly disagree
22 6 refused
2074 7 legitimate skip [married or <15]
56 8 don’t know
1 9 not applicable
14. If R is male: If you got someone pregnant, you would have to help her decide whether or not to have the baby, and that would be stressful and difficult. If R is female: If you got pregnant, you would have to decide whether or not to have the baby, and that would be stressful and difficult. H1MO14 num 1
1654 1 strongly agree
1450 2 agree
401 3 neither agree nor disagree
494 4 disagree
351 5 strongly disagree
25 6 refused
2074 7 legitimate skip [married or <15]
54 8 don’t know
1 9 not applicableNote: The variables data types are numeric (num)
.SECTION 2:
Now based on additional review of the code book for the dataset selected, I will like to equally review “Pregnancy, AIDS, and STD Risk Perceptions” by exploring the association between “the Motivations to Engage in Risky Behaviors”, Which, deals with potential motivations, to engage in, or refrain from, sexual intercourse before marriage and “Pregnancy, AIDS, and STD Risk Perceptions” with the aim to answer this question: “Is Motivations to Engage in Risky Behaviors among teens, largely caused by: Their Perceptions of Pregnancy, AIDS, and STD Risk?”
Hypothesis Question:Ho : Motivation to Engage in Risky Behaviors among the teens is caused by teens
Perceptions of Pregnancy, AIDS, and STD Risk
H1: Motivation to Engage in Risky Behaviors among the teens is not caused by teens Perceptions of Pregnancy, AIDS, and STD Risk
Code Book Features: SECTION A: PERSONAL DATA
This section is administered if MARRIED = “no” and respondent $ 15.
Please Tick (√) or fill were appropriate
1. Sex: (a) Male ( ), (b) Female ( )2. Age: …………………….. 3. Marital Status: (a) Single ( ), (b) Married ( )
SECTION B
Please indicate by ticking (√) in the appropriate box whether:
1 = Strongly Agree, 2 = Agree, 3 = neither agree nor disagree, 4 = Disagree, 5 = Strongly Agree, 6 = refused, 7 = legitimate skip [married or < 15]8 = don’t know, 9 = not applicable
In Home Questionnaire Code Book, S.8Public Use Sample
Variable Type/Frequency Code Response Name Length
Section 8: Pregnancy, AIDS, and STD Risk Perceptions
Section 8 is administered only to respondents who are at least 15 years old. They are asked to estimate their risks of pregnancy, AIDS, and sexually transmitted diseases.
[Hand R show card 5.] The next questions ask about your thoughts on pregnancy, sexually transmitted diseases, and AIDS. Please tell me whether you agree or disagree with each of the following statements.
This section is administered if AGE $ 15.1. Getting (If R is male, add: someone) pregnant at this time in your life is
one of the worst things that could happen to you. H1RP1 num 1
2165 1 strongly agree
1112 2 agree
356 3 neither agree nor disagree
253 4 disagree
91 5 strongly disagree
8 6 refused
2039 7 legitimate skip [age <15 or unknown]
29 8 don’t know
2 9 not applicable
3. It wouldn’t be all that bad if you got (IF R is male, add: someone) pregnant at this time in your life. H1RP2 num 1
94 1 strongly agree
312 2 agree
403 3 neither agree nor disagree
1435 4 disagree
2183 5 strongly disagree
7 6 refused
2039 7 legitimate skip [age <15 or unknown]
30 8 don’t know
1 9 not applicable3. If you got the AIDS virus, you would suffer a great deal. H1RP3 num 1
In Home Questionnaire Code Book, S.8Public Use Sample
Variable Type/
Frequency Code Response Name Length
2788 1 strongly agree
1065 2 agree
339 3neither agree nor disagree
157 4 disagree
78 5 strongly disagree
6 6 refused
2039 7 legitimate skip [age <15 or unknown]
32 8 don’t know4. It would be a big hassle to do the things necessary to completely
protect yourself from getting a sexually transmitted disease. H1RP4 num 1
346 1 strongly agree
464 2 agree
321 3neither agree nor disagree
1392 4 disagree
1882 5 strongly disagree
5 6 refused
2039 7 legitimate skip [age <15 or unknown]
54 8 don’t know
1 9 not applicable[Hand R show card 6.] These are the possible answers for the next 2questions.
5. Imagine that sometime soon you were to have sexual intercourse
with someone just once, but were unable to use any method of birthcontrol for some reason. What is the chance that you would get (If Ris male, add: your partner) pregnant? H1RP5 num 1
294 1 almost no chance
553 2some chance, but probably not
In Home Questionnaire Code Book, S.8Public Use Sample
Variable Type/
Frequency Code Response Name Length
398 5 almost certain
8 6 refused
2039 7 legitimate skip [age <15 or unknown]
63 8 don’t know
1 9 not applicable6. Suppose that sometime soon you had sexual intercourse for a whole
month, as often as you wanted to, without using any protection.What is the chance that you would get the AIDS virus? H1RP6 num 1
314 1 almost no chance
564 2 some chance, but probably not
1069 3 a 50-50 chance
1552 4 a good chance
891 5 almost certain
10 6 Refused
2039 7 legitimate skip [age <15 or unknown]
63 8 don’t know
2 9 not applicable
Literature Review
IntroductionNow, findings from the literature review will be discussed on topics including decision making of adolescences, early sexual activity, risky behaviors, roles of parents, and role of the various Institution of learning.
Decision Making of AdolescenceTeenagers are prone to make bad decisions as it's a part of the adolescence developmental period in life. At times adults may wonder why teens make the decisions that they do, and even some teens look back at the decisions they make; unfortunately, often when it's too late. Today's youth have many decisions to make and many dilemmas to face every day, including whether or not to engage in sexual activity at a young age. "A critical issue for today's youth is developing a healthy understanding of their sexuality, and the United States Surgeon General has labeled this challenge as one of the nation's leading public health concerns" (Nursing Forum, 80).Adolescents are faced with sexual exploitations daily including: music, movies, television, news, magazines, Internet, cell phones, posters, clothes, and friends. Teens have to make the important decisions to become involved in sexual activity or to refrain.Adolescence sexual decision-making is a complex issue that has received much attention in the literature. The concept that positive self-esteem, problem-solving, and reasoning skills served as probable protective factors for a variety of adolescent risk behaviors, including sexual activity, has been documented, as well as the findings that lower levels of problem-solving skills, health-promoting
References
Fantasia, H. C. (2008).Concept analysis: Sexual decision making in adolescence. NursingForum, 43 (2), 80-90. Retrieved May 4, 2010, from:http://ezproxy.lib.uwstout.edu :2699/ehost/detail?vid=4&hid=22&sid=253a386d-ebb7-4725-ge071638810a2200%40sessionmgrlO&bdata=JnNpdGU9ZWhvc3QtbG12ZQ%3d%3d#db=hch&AN=31790981National Center for Chronic Disease Prevention and Health Promotion: Division of Adolescent and School Health. (2009). Helping your child/eel connected to school. RetrievedMarch 24, 2011 from: http://www.cdc.gov/healthyyouthladolescenthealthl pdf/connectedness -.rarents. pdfNational Center for Chronic Disease Prevention, and Health Promotion: Division of Adolescent and School Health. (2011). Bringing high quality HIV and STD prevention to youths in schools. Retrieved on March 24,2011 from: www.cec.gov/ healthyyouthlabout/hivstd -.rrevention.htmRae, W.A., Sullivan, J.R., Razo, N.P., & Garcia de Alba, R.G. (2009). Breaking confidentialityRisky behaviors. (2009). Retrieved February 9, 2010, from: http://4parents.gov I sexrisky Irisky .htmlRoyer, H.R., Keller, M.L., & Heidrich, S.M. (2009): Young adolescents' perceptions of romantic
relationships and sexual activity Sex Education, 9(4), 386-394. Teen Health. (2008). Retrieved March 31,2011 from: http://teenhealth.about.com l odl glossary I g/puberty .htmTeen sexual behavior: Issues and concerns. (2008). Retrieved February 9,2010, from: www.focusas.comlSexualBehavior.htmlThe emotional risks of early sexual activity (2002). Retrieved May 4, 2010, from:www.4parents.gov/sexrisky/emotional/emotional.html
CONCLUSION:
Based on the literature review, I am of the opinion and I strongly believed that Motivations to Engage in Risky Behaviors among teens, is largely caused by: Their Perceptions of Pregnancy, AIDS, and STD Risk?”