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 Technology is integral to successful implementation in many projects, through either support or integration or both. Name at least one technology that could improve the implementation process and the outcomes of your capstone project change proposal. Do you plan to use this technology? If not, what are the barriers that prevent its use?

Project 3 Data

idyearracesexageeducracdif1polhitoknatcrimy
42018126316111
102018115512112
482018125318112
892018115518113
1052018115618113
1072018112312111
1152018117016113
1392018123812111
1422018113417111
1502018125919112
2522018113716113
2532018126114111
2762018115316112
3042018125220112
3372018122616111
3402018125616111
3922018112818112
4342018323216112
4682018117615112
4762018117015111
4882018128512111
5232018116312111
5422018117116113
5732018113720112
586201832277111
7272018214813111
7472018126516111
7952018216220113
8042018114016111
8102018116013111
8212018124018113
8402018117810112
8612018213516112
8722018128912111
9412018225414111
9732018112712112
10902018113016111
11292018112517112
11412018118416112
11452018312819112
11502018118517111
12332018112714112
12602018123716113
12982018126312112
13352018116918112
15002018216313111
15642018126119112
15862018123612111
16572018114712111
16772018123412111
16802018113415111
17032018215712113
17182018212417112
17232018115515111
17352018117414111
17472018216311111
18062018127017111
18982018125414111
20002018325112111
20212018116814112
20802018212612112
20872018116412111
21062018115114111
21162018116812112
21182018126614111
21212018224814111
21322018122212111
21422018125012111
21472018117112112
2266201821844112
23282018116616112
23312018115014111
172018125516012
312018127412011
712018113515012
912018114216011
117201821658012
1452018315612012
1952018115711011
2082018115712011
2122018114614011
2292018124812011
2392018116518012
2432018126113011
2642018125416011
2832018115814012
3342018123712011
3442018115518012
3612018116012011
3972018118912011
4672018324814011
5072018116617011
5202018117212012
5332018215512011
5592018116617012
5692018116716012
5962018116414011
6032018115613011
6202018128012011
6402018123812011
6432018115715012
6672018113414011
7182018114518011
7612018116416011
8342018116112012
8512018324216011
8812018123117012
8872018115718012
8902018126816011
8992018116812012
9022018113912013
9152018113510011
9232018124312011
9262018113812012
9652018112213011
9942018116513011
10092018113916011
10262018115814011
10382018115416012
10582018116512011
10762018115016011
10862018124616011
11162018126918011
11212018325915013
11342018115516012
11682018116312012
11752018313116013
11872018127017011
11952018117418011
12022018124316012
12662018113216012
12822018116916011
12842018115311011
13042018126116012
13342018113114011
13372018118016012
13392018114212011
13482018115710011
13582018112416011
13712018116012011
13842018115719011
14002018214016011
14262018122115012
14312018127214012
14362018128417011
14462018114618011
14712018127117011
14792018213316013
14902018113417011
14922018125818012
15322018124412011
15602018223214011
15672018215116011
16202018115917012
16422018116116011
16662018128112011
16752018117419011
17082018114315012
17332018116912011
17552018126412011
17582018126117011
17632018116316011
17712018115412012
17972018126418012
18272018124516013
18392018115814011
19492018113614011
19572018124917011
19972018117114011
20042018125517011
20062018126415012
20122018124116011
20162018125312012
20572018127014011
20642018125418011
20702018125315011
20842018118016012
21382018127216011
21622018113319012
22002018127214011
22082018112512011
22162018114112011
22202018112312012
22292018312713011
22392018117912013
22432018114512011
22572018113712011
22802018123012011
23232018124314011
23372018122516012
432018126212101
462018124612101
60201822289101
722018213716102
1132018115814102
1312018125212102
1352018116013102
1722018316514101
1822018127416101
2862018126712101
3582018213918102
4022018327712101
404201812383102
4292018124616101
5902018225014101
6372018322812101
651201822609101
7032018217312101
7092018126815102
7222018224816101
7302018212512103
8792018128312102
8952018212912101
9042018212512101
957201812796101
10022018125615103
10722018225611101
1083201831319102
11242018125016101
11802018225912102
11842018318510101
12462018118911102
12762018225611101
12952018126911102
13082018116912101
14172018214914101
14502018216712101
14762018222914101
15222018123010101
15482018316011102
16162018115412101
1630201812718101
17302018214116103
17672018212712101
18422018127216102
18792018225312101
18922018312710102
19002018215412102
19022018227712101
1933201812309102
19812018316012102
19862018323513101
20292018124114101
20482018328012101
20772018112818101
20922018113716103
21552018223212102
2168201822559101
21772018117412101
22032018118212101
22832018126611101
2294201822779102
122018323414002
202018113018002
872018325313001
932018312916002
1082018126712001
2682018125014001
4232018114712002
4532018328312002
4602018122214001
4812018325118002
537201832752003
5572018117116001
5932018226313001
6002018312812002
6482018112511002
697201832794001
7072018117112001
7822018117014001
8062018216112001
8362018117416002
8652018216712001
9142018115314002
9462018324717001
9812018115717002
10212018224613001
11032018115712001
11062018227512002
11922018116612001
12392018313615001
12482018314812001
12562018114712001
1286201812509002
14052018216415002
14532018314413001
15092018124517001
15982018127512001
16342018114712001
16382018113317001
17412018226311002
17922018125212001
18882018325312001
19192018116012001
1964201832426002
1975201812389001
19902018326612001
2067201831599001
22122018117114001
2271201812748001
23202018216810001

Project 3 Output_RQ1

OBSERVED FREQUENCIESRACE * POLICE STRIKING ADULT
Race
Police Hit OK?WhiteBlackOtherTotal
Yes1631710190
No533226111
Total2164936301
EXPECTED FREQUENCIES
Race
Police Hit OK?WhiteBlackOtherTotal
Yes136.345514950230.930232558122.7242524917190
No79.654485049818.069767441913.2757475083111
Total2164936301
CHI-SQUARED TEST
CHI-SQUARED50.463389925
DF2
P-VALUE0
2 X 2 FOLLOW-UPS
OBSERVED FREQUENCIESEXPECTED FREQUENCIESCHI-SQUARE TESTS
RaceRaceWHITE – BLACK
Police Hit OK?WhiteBlackTotalPolice Hit OK?WhiteBlackTotalCHI-SQUARE30.4695620532
Yes16317180Yes146.716981132133.2830188679180DF1
No533285No69.283018867915.716981132185P VALUE0.0000000339
Total21649265Total21649265
RaceRaceWHITE – OTHER
Police Hit OK?WhiteOtherTotalPolice Hit OK?WhiteOtherTotalCHI-SQUARE32.6024731104
Yes16310173Yes148.285714285724.7142857143173DF1
No532679No67.714285714311.285714285779P VALUE0.0000000113
Total21636252Total252

Project 3 Output_RQ2

OBSERVED FREQUENCIESRACE * RACIAL DISCRIMINATION
Race
Racial Dis.WhiteBlackOtherTotal
Yes853514134
No1311422167
Total2164936301
EXPECTED FREQUENCIES
Race
Racial Dis.WhiteBlackOtherTotal
Yes96.159468438521.813953488416.0265780731134
No119.840531561527.186046511619.9734219269167
Total2164936301
CHI-SQUARED TEST
CHI-SQUARED17.1624216327
DF2
P-VALUE0.0001875977
2 X 2 FOLLOW-UPS
OBSERVED FREQUENCIESEXPECTED FREQUENCIESCHI-SQUARE TESTS
RaceRaceBLACK – WHITE
Racial Dis.WhiteBlackTotalRacial Dis.WhiteBlackTotalCHI-SQUARE16.5854153363
Yes8535120Yes97.811320754722.1886792453120DF1
No13114145No118.188679245326.8113207547145P VALUE0.0000465073
Total21649265Total21649
RaceRaceBLACK – OTHER
Racial Dis.BlackOtherTotalRacial Dis.WhiteBlackTotalCHI-SQUARE9.0000629882
Yes351449Yes28.247058823520.752941176549DF1
No142236No20.752941176515.247058823536P VALUE0.002699703
Total493685Total4936

Project 3 Output_RQ3

OBSERVED FREQUENCIESRACE * POLICE SPENDING
Race
Police SpendingWhiteBlackOtherTotal
Too Little1333020183
About Right71141398
Too Much125320
Total2164936301
EXPECTED FREQUENCIES
Race
Police SpendingWhiteBlackOtherTotal
Too Little131.322259136229.790697674421.8870431894183
About Right70.325581395315.953488372111.720930232698
Too Much14.35215946843.25581395352.392026578120
Total2164936301
CHI-SQUARE TEST
CHI-SQUARED2.0452568884
DF4
P-VALUE0.7274350454
GOF FOLLOW-UPS
*Assuming equality under null*
Police SpendingWhitePolice SpendingBlackPolice SpendingOther
Too Little133Too Little30Too Little20
About Right71About Right14About Right13
Too Much12Too Much5Too Much3
2164936
CHI-SQUARE TESTS
CHI-SQUARE101.6944444444CHI-SQUARE19.6326530612CHI-SQUARE12.1666666667
DF1DF1DF1
P-VALUE8.26669603105964E-23P-VALUE0.0000545536P-VALUE0.0022805621

WRITING TEMPLATE

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Top of Form

Here’s the topic you chose in Project Three Milestone: 

I have selected the topic of ‘Police Spending’ for this project. I have chosen this topic as I want to understand whether there is a relationship between the race of a person and their belief as to whether the US government is spending too much, too little, or about the right amount on law enforcement.

Question 1

Bottom of Form

Describe the key findings from your interpretation of the data for a general audience. Your response should be about 2 to 4 sentences. Include the following in your response:    • Easy-to-understand statistical values (e.g., percentages)

Question 2

Summarize the background information for the scientific community. Your response should be about 3 to 5 sentences. Include the following in your response:    • Introduction to the research topic    • Credible background sources to support the introduction to the topic Note: In the Project Three Milestone, you reviewed credible sources to create your annotated bibliography. Use those credible sources in this section or additional credible sources if needed.

Question 3

Represent the major statistical findings for the scientific community with graphs. Your response should include a graph for each finding to support your description.

· Upload your first graph below as a JPG or PNG file:

· Upload your second graph below as a JPG or PNG file:

Question 4

Provide a concise summary appropriate for a general audience. Include the following in your response:    • A restatement of why this research was completed and reminder of the key findings    • The application of the findings

References

Below are the references you listed in Project Three Milestone. Make edits as needed to create your reference list for Project Three. Remember that the references should be in alphabetical order by author last name.

Pew Research Center, July, 2020, “Majority of Public Favors Giving Civilians the Power to Sue Police Officers for Misconduct”

Graziano L. M. & Gauthier J. F. (2019) Examining the racial-ethnic continuum and perceptions of police misconduct, Policing and Society, 29:6, 657-672, DOI: 10.1080/10439463.2017.1310859

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