Statistics in Criminal Justice

 

 

SPSS Example: You are interested in whether number of days of poor physical health per month
(PHYSHLTH) differs between white and non-white respondents (RACEBINARY). You are
willing to take a 1% risk of a false positive.
Null hypothesis: White and non-white respondents do not differ in terms of number of days of
poor physical health per month.
Research hypothesis: White and non-white respondents differ in terms of number of days of poor
physical health per month.
The table above shows you the sample size, mean, and standard deviation for each group.
Group Statistics
Race (1 = White; 2 =
Non-White) N Mean
Std.
Examine the results of Levene’s Test, which tells you whether you can assume
that variances within each group are equal in the population. The test statistic (F = 0.213) is
significant at 0.644, which is greater than our significance level of 0.01. Thus, we can assume
equal variances.
The t-values are the same for both rows, but you would use the top row since we can assume
equal variances. T = 0.101 which is significant at 0.919. This is greater than our significance
level of .01, and thus, we fail to reject the null hypothesis. White and non-white respondents do
not significantly differ in terms of days of poor physical health per month.
For questions 1-2, use SPSS and the data file in the Week 11 folder .To conduct a t-test, click
Analyze, Compare Means, and then Independent Samples T Test. Put the dependent variable
under “Test Variable(s)” and the independent variable under “Grouping Variable.” Afterwards,
click “Define Groups” and enter the numerical codes for the groups you want to compare. For
instance, “SEX” is coded as 1 = Male and 2 = Female. You would enter “1” for “Group 1” and
“2” for “Group 2.” You could also set a cut point if you using an interval/ratio level variable as
your grouping variable. Enter the value that is your cut point and you will compare the means of
everyone below that cut point and everyone above that cut point. For questions 1-2, you are
willing to take a 1% risk of a false positive.
1. You are interested in whether days of poor mental health (MNTLHLTH) vary between
those who have completed 12 years of school or more and those who have completed
fewer than 12 years of school (EDUC).
A. State the null and research hypotheses (0.25 point).
B. Examine the results of Levene’s Test for Equality of Variances. Can you assume
that the variances for your two groups are equal? (0.25 point).
C. Provide the obtained t-value (0.25 point).
D. Make a decision regarding the null hypothesis and explain how you came to that
decision (0.25 point).
2. You are interested in whether hours worked in a week (HRS1) vary between males and
females (SEX).
A. State the null and research hypotheses (0.25 point).
B. Examine the results of Levene’s Test for Equality of Variances. Can you assume
that the variances for your two groups are equal? (0.25 point).
C. Provide the obtained t-value (0.25 point).
D. Make a decision regarding the null hypothesis and explain how you came to that
decision (0.25 point).
For question 3, round all answers involving calculations to two decimal places and show your
work.
3. You are interested in whether Black and Hispanic juveniles convicted of property crimes
differ in terms of sentence length. In your sample of Black juveniles (N = 229), you find
a mean sentence length of 31.09 months of probation (s = 15.42). In your sample of
Hispanic juveniles (N = 118), you find a mean sentence length of 40.84 months of
probation (s = 16.45). Assuming equal variances, conduct a t-test.
A. State your null and research hypotheses (0.25 point).
B. Calculate the standard error of the difference between means (0.5 point).
C. Calculate the obtained t-value (0.5 point).
D. Calculate the degrees of freedom for a t-test (0.25 point).
E. Find a critical t-value using your degrees of freedom and a significance level of .
01 (0.25 point).
F. Make a decision regarding the null hypothesis. Explain how you came to your
decision and interpret the result (0.25 point).

 

 

 

Sample Solution

 

 

Presentation

Dementia is portrayed by subjective decay or conduct (neuropsychiatric) changes in connection to a past degree of execution that causes loss of autonomy for exercises of day by day living. Alzheimer’s malady and vascular dementia are the primary types of dementia in the old, representing about 80% to 90% of the causes. Intellectual decrease recognizable proof intends to mediate right off the bat in auxiliary and reversible causes, just as to design the consideration of patients with dementia (SUS, 2017).

1 What is dementia? What are the physiological and mental changes that happen for the more established individual with Dementia?

1.1 What is dementia?

Dementia is an illness portrayed by moderate and dynamic loss of memory, fixation and learning capacity, generally influencing individuals more than 65 years old. This ailment may happen abruptly in youthful people when there is genuine damage, ailment or because of certain poisonous substances, for example, carbon monoxide, in charge of crushing nerve cells. As an individual ages, the mind changes create a general loss of memory, particularly that of ongoing occasions, just as a weakening in learning capacity. These progressions don’t influence typical capacities. Absence of memory in more seasoned individuals is called amiable feeble memory misfortune, which doesn’t really imply that it is an indication of dementia or an early sign of Alzheimer’s infection (Marzanski, 2000).

1.2 Common kinds of dementia:

There are a few kinds of dementia, and all offer a typical introduction of side effects and are distinguished and grouped dependent on the etiology. A few models include: Dementia in Alzheimer’s Disease, Acute Onset Vascular Dementia, Multiple Infarct Dementia, Subcortical Vascular Dementia, Mixed Cortical and Subcortical Vascular Dementia, Dementia in Pick’s Disease, Dementia in Creutzfeldt-Jakob Disease, Dementia in Huntington’s Disease, Dementia in Parkinson’s illness, Dementia in infection brought about by human immunodeficiency infection (HIV), Dementia because of neurosyphilis (Buchanan, et al., 2001).

1.3 Number of individuals with dementia on the planet and Ireland

Like clockwork, an individual is determined to have dementia on the planet. Today, 47 million individuals experience the ill effects of this ailment, however this number ought to be multiple times more prominent in 2050. At present there are right around 55,000 individuals living with dementia in Ireland; 19,800 men and 35,650 ladies 4,000 of these individuals are under 65 and are delegated having more youthful beginning dementia (Trépel, 2011). It is evaluated that the quantity of individuals living with dementia will ascend to 153,157 by 2046 because of populace maturing. Around 4,000 instances of dementia are recognized in Ireland every year, there are roughly 50,000 family carers thinking about somebody with dementia for every individual determined to have dementia there were at any rate three relatives straightforwardly influenced (Ireland, 2018).

1.3 Psychological changes

The mental and conduct side effects of dementia are a term used to depict an assortment of mental and social responses that happen in individuals with dementia of any etiology. It can likewise be called non-intellectual parts of dementia, since such phrasing alludes explicitly to the conduct of the inborn subject to the manifestation that causes pathologies. The mental parts of dementia comprise a psychopathological issue different issue of the third age and can be found in the changed etiological structures madness. It ranges from crazy manifestations (daydreams and visualizations), melancholy, sleep deprivation, unresponsiveness and fomentation, animosity, hypersexuality and meandering conduct.

In connection to the mental perspectives, the pipedreams produce changes of idea, for example, Objects, individuals, creatures and lights that don’t fit into the real world and that lone the individual sees. Daydreams are mixed up convictions, yet held with extraordinary conviction and that typically shows itself in dementia, we can use for instance: The hallucinations religious, conceit, erotomania, suspicion and neurotic desire. Melancholy is exhibited by its clear passionate viewpoint, one sees misery, anguish, disappointment, need delight in beforehand charming exercises, sentiments of blame and low confidence, there is likewise loss of vitality and changes in rest and hunger. Detachment is described by an absence of activity and apathy towards all parts of life. The patient with this side effect alludes all the more regularly to a specific impartiality about its own reality.

Then again, the social angles, for example, fomentation, the patient winds up anxious, the consistently that he meanders, the patient of consideration, submits himself physically in light of the fact that he/she has protection from acknowledgment of consideration. In the animosity, it winds up threatening, being a risk to the physical and subjectivity and the group, is inclined to insufficient discourse with awkward language and Depreciative hypersexuality shows itself in sexual practices (masturbation and show of genitalia), jargon with sexual implication, endeavored intercourse exceptional and quick lewd behavior.

Alzheimer’s infection introduces every one of the indications referenced above and this is subsequently a general system inborn in all types of dementia. Also, Alzheimer’s shows different indications that impact the person’s life, for example, capacity to perform day by day exercises independently, which bargains the personal satisfaction making it increasingly reliant. Verbal conduct is inadequate with challenges discover words, total thoughts or even adhere to directions.

The reasoning ends up darken, overlooking, disrupted thoughts, trouble in adapting new things, associations with new encounters, perusing and composing are obsolete. In its most serious condition, the requirement for perpetual patient consideration is produced by without engine control, fecal and urinary incontinence. In this sense, Alzheimer’s builds up a few psychosocial factors that lone the life of the individual, yet in addition of the family, prompting exhaustion, nervousness, passionate and mental worry for the appendages (Cerejeira, et al., 2012).

1.3 Physiological changes

The physiology of maturing demonstrates how the dynamic decay of all the physiological procedures of the human body happens. Its motivation is to think about the natural, physiological and anatomical varieties and changes that the individual endures throughout the years. Maturing can be not the same as one individual to another. It is an individual procedure that satisfies its very own musicality, being progressive for a few and quicker for other people. In it, there are numerous components impacting, for example, hereditary burden, way of life, financial conditions and incessant ailments.

Maturing is a characteristic physiological procedure; be that as it may, it is conceivable to postpone it from advances given by science and preventive drug. Physiological maturing influences every individual. It is portrayed as a dynamic, dynamic and irreversible procedure. Moreover, it is an exceptionally individualized procedure, which presents numerous contrasts between the subjects and between the related capacities, both organically, mentally and socially. Its definition can be comprehended from three stages. Essential Aging: Primary maturing is otherwise called “typical maturing or senescence.” It arrives at the body slowly and logically, exhibiting combined impact.

We can say that senescence is a metabolic procedure of maturing at the phone level. To best embody, over the long haul senescence cells lose proliferative limit after a given number of divisions. Auxiliary Aging: Secondary or obsessive maturing is connected with the impact of sickness and the earth on the body. It tends to be reversible or the objective of a preventive mediation, for instance: changes in the propensities forever. Tertiary Aging: Associated with physical and subjective misfortunes.

It more often than not shows itself in the propelled phase of seniority. What’s more, it presents fast and sudden decrease, with lacks in the natural, immunological and mental frameworks. Inside the human maturing process, there are some decreased physiological changes and limits hearing limit is diminished from 75 years old.

Morphologically the tympanum will in general become thicker with age visual capacity is decreased with more prominent trouble in concentrating on close by items and adjusting to various brilliance. Diminished taste limit is seen with diminished taste, it likewise has a lessening in the creation of spit and a propensity to loss of teeth. Among the fundamental physiological changes, we can likewise feature the decrease of all out body water (from 70% in youngsters to 52% in the old), decline in weight and tallness, changes in skin (feeble stains, decline in flexible strands) and muscle tone, diminished respiratory limit, cardiovascular and renal issues, among others.

These physiological changes are aggregate and continuously decrease the useful save of the person. In this sense, there is a trade off of versatile limits and in this manner the individual turns out to be progressively helpless to the advancement of illnesses, utilitarian decrease fluctuates from individual to individual and from organ to organ (Nigam, et al., 2012).

 

 

 

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