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Research suggests many incarcerated women suffer for adverse childhood experiences (ACEs), e.g., abuse, neglect, and chaotic home environments, and adult intimate partner violence (IPV). A

Research suggests many incarcerated women suffer for adverse childhood experiences (ACEs), e.g., abuse, neglect, and chaotic home environments, and adult intimate partner violence (IPV). A sample of N = 10 incarcerated women were surveyed to determine if there was a relationship between ACEs and IPV. Specifically, the following 10 ACEs were examined:

Physical Neglect

Incarcerated Family Member

Emotional Neglect

Mother Battered

Emotional Abuse

Parental Separation and/or Divorce

Physical Abuse

Lived with Someone with a Mental Illness

Sexual Abuse

Lived with Someone with a Substance Abuse Problem

The variables were treated as dichotomous and coded 1 if the respondent reported β€œyes” to experiencing the ACE. A composite score was formed ranging from 0 – 10. IPV was measured with an 18 item self-report measure asking participants if they had experienced physical, sexual, and psychological abuse in their most recent intimate partner relationship prior to incarceration. Responses ranged from 0 – 18 with higher scores reflecting a higher frequency of IPV.

The data is presented below:

ACEs:

3

5

8

10

10

9

6

7

2

4

IPV:

2

5

12

16

15

14

8

6

4

3

Disclaimer: The example scenario was modeled after the following article: Jones, Worthen, Sharp, & McLeod (2018). Life as she knows it: The effects of adverse childhood experiences in intimate partner violence among women prisoners. Child Abuse and Neglect, 85, 68-79.

Part II:

  1. Use the data to analyze a simple regression model in Excel that regresses IPV on ACEs. Please report the prediction model (i.e., least square regression line) below.
  2. If a female prisoner reported an ACE score of 7, what is their predicted IPV score?
  3. Test the hypothesis that the slope is equal to zero, i.e., is there a statistically significant relationship of experienced IPV to ACEs? You may copy/paste the output below or write-out your answer.
  4. Briefly report the results in scientific format. Please be sure to interpret the slope and intercept in the context of the problem.

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