1999 UNITED WAY CRITICAL ISSUES STUDY

 

STATISTICAL ANALYSIS OF RESULTS

 

Compiled and Analyzed by Dr. David Westhuis

 

 

            The 1999 United Way Critical Issues Study resulted in 1,324 useable responses from Vanderburgh County respondents. The respondents were asked to indicate the degree to which 56 items were critical issues to the community using a four point Likert scale.  They could rate the items on a continuum from a “very minor issue” to a “very critical issue”.   If they rated the item as very critical it received a value of 4 and if they rated it as a very minor issue the item was assigned a value of 1.  Thus, higher values indicated they viewed the issue as more critical to Vanderburgh County.  The respondents also provided information on basic demographic data such as their gender, race, age, educational level, and household income.

 

            The report is organized into four sections.  Section one provides a review of the demographic information.  The second section summarizes the rankings of the 56 critical issues and the statistically significant differences between these rankings.  Section three compares the ranking and correlations between the subgroups of the various demographic variables. Section four highlights the results of a Factor Analysis that was done to determine how respondents tended to group the critical issues together into subgroups.

 

Demographic Results

 

As noted above, basic demographic information on gender, race, age, educational level, and household income was obtained from the 1,324 respondents.  Summary percentages and frequencies are at Table 1 below.  Thirty-nine point three percent were males and 57% were females.  The largest educational group (27%) of respondents had a college education and the smallest group (7.6%) categorized themselves as having some high school only.  There was significant variance in household income.  Twenty-two point three percent had a household income of $20,000-$39,000.  This was the largest income response group.  The smallest response group, 7.3%, reported a household income of between $80,000-$99,000.  Fifteen point four percent had below $20,000 and 12.4% had above $100,000.  The majority of the respondents were White (86.1%) and 8% were Black.  The other racial groups had minimal representation.  There was significant variance in the age of the respondents.  The largest age response group (24.5%) reported an age between 45-54 and the lowest response group (5%) reported an age between 18-24 years.  A small percent of respondents failed to provide information on all variables and this is labeled as missing information in Table 1.

Table 1

 

Demographic Results

 


Gender of Respondent

 

Gender

Frequency

Percent

Male

520

39.3

Female

755

57.0

Total Responses

1275

96.3

Missing Information

49

3.7

Combined Total

1324

100.0

 

Educational Level of Respondent

 

 

Frequency

Percent

Some High School

100

7.6

High School Grad

343

25.9

Vocational School Grad

107

8.1

College Grad

357

27.0

Post Graduate

315

23.8

Total Responses

1222

92.3

Missing Information

102

7.7

Combined Total

1324

100.0

 

 

Household Income of Respondent

 

Income  Level

Frequency

Percent

Below $20,000

204

15.4

$20,000-$39,999

295

22.3

$40,000-$59,999

228

17.2

$60,000-$79,999

153

11.6

$80,000-$99,999

97

7.3

$100,000 +

164

12.4

Total Responses

1141

86.2

Missing Information

183

13.8

Combined Total

1324

100.0

 

Race of Respondent

 

Race

Frequency

Percent

White

1140

86.1

Black

106

8.0

Hispanic

7

.5

Asian

6

.5

Other

7

.5

Total Responses

1266

95.6

Missing Information

58

4.4

Combined Total

1324

100.0


Table 1 Continued

 

Age of Respondent

 

Age

Frequency

Percent

18-24

66

5.0

25-34

178

13.4

35-44

261

19.7

45-54

324

24.5

55-64

197

14.9

65+

251

19.0

Total Responses

1277

96.5

Missing Information

47

3.5

Combined Total

1324

100.0

 

 

The demographic data are somewhat representative of the 1990 census data for Vanderburgh County.  The census data indicated that in 1990 53% of the county residents were female and 47% were males as compared to 58% and 40% for this survey. The census data for 1990 reported that county residents were 91% white and 8% black.  This study’s respondents were 86.1% white and also 8% black.  This survey had a higher percentage of college graduates and above than was reported in the 1990 census and a lower percentage of high school graduates and below.  The census data reported 16% had a college degree or above and approximately 50% of the current survey respondents reported a college degree or above.  These results suggests the Critical Issues Survey is representative of the gender and racial demographic for Vanderburgh County but less representative for education and other demographic variables.

 

Ranking of Critical Issues

 

            As part of the statistical analysis, the 56 critical issues on the survey were ranked based upon the respondents’ evaluation as to how critical they were to the community.  This ranking was accomplished in two stages.  In the first stage the mean responses for each item were calculated and then ranked from highest to lowest based upon the mean response value.  Following this ranking an effort was made to determine if the individual items, not the mean scores, were statistically different from one another in terms of ranking.  The statistical differences were calculated using the Wilcoxon Matched-Pairs Signed-Ranks Test.  The Wilcoxon Test assesses whether a respondent score on an item was ranked differently and also measures the difference in magnitude between the rankings.  Thus it measured whether an item was ranked higher than another was, and if so, by how much.  The test uses these two factors to determine if there were statistically significant differences between items.

 

            The results of these statistical procedures are in Table 2.  An initial review of the data connotes that the mean scores vary from 3.56 to 2.31. The review also shows that differences between many of the means were small.  These scores are based on a four-point scale. The maximum score that could have been obtained was 4.  This would denote that all 1,324 respondents ranked the item as very critical.  The lowest possible means score that could have been obtained was 1.  This would have implied that all respondents would have ranked that item as being a very minor issue. 

 

            The top three ranked items were “In home services for elderly…” (Mean score=3.56), “Teenage, sex, pregnancy and parenthood” (Mean score =3.50), and “Child abuse and neglect” (Mean score=3.47).  The three lowest ranking items were “Community acceptance of ex-offenders” (Mean score=2.31), Revitalize downtown and riverfront….” (Mean score=2.33), and “Preserve historic buildings and homes” (Mean score=2.45).  Table 2 provides all mean scores and the rankings of the items.

 

            As noted above, many of the mean difference were quite small.  The difference between the items ranked 5 and 6 was .02.  This small difference could have been due to random sampling error and there could in fact be no statistically significant difference between the items. The Wilcoxon Matched-Pairs Signed-Ranks Test was used to determine if there were statistically significant differences, and to reduce the possibility that the differences were due to sampling error.  Table 2 contains the results and notes that there were statistically significant differences.  For example, the difference between the items ranked 1 and 2 was found to be statistically significant at the p=. 0020 level.  This suggests it is highly likely that respondents saw item 1 statistically more critical than item 2.  It also suggests that they found item 1 as statistically more critical than the other 54 items because all their means were lower than the mean of the item ranked number 2. 

 

In reading Table 2 if an item does not have a p value in the statistically significant column then that item is not statistically different from items below unless there is a p values located in the significance column.  They are also not statistically different from items above them if there are no p values located in any of the significant columns located above that item.

 

Table 2
Ranking of Items and Statistical Differences Between Item Rankings

 

Rank
Critical Issue Questions

Mean Scores

Significance Level (>.05)

 

 

 

 

1

In home services for elderly persons who want to remain independent

3.56

P=.0022

2

Teenage sex, pregnancy and parenthood

3.50

 

3

Child abuse and neglect

3.47

P=.0112

4

Drug and alcohol abuse

3.44

 

5

Lack of affordable health care/insurance

3.44

P=.0265

6

Support for people caring for disabled in home

3.38

 

7

Children needing parents to be more involved in their lives

3.35

P=.0020

8

Jobs which pay living wages

3.29

P=.0495

9

Support for caregivers and patients with long-term and terminal illness

3.24

 

10

Teach life skills to meet needs of families and children

3.23

 

11

Teenage violence

3.23

 

12

Support for people with disabilities

3.23

 

13

Community supports for troubled children/youth

3.21

 

14

Support for people with mental illness

3.20

 

15

Spouse abuse and the safety of victims

3.19

 

16

Affordable housing for low-income people

3.18

P=.0143

17

Lack of affordable, quality child care (including p.m. and infant care)

3.17

 

18

Reduce fraud and abuse of public welfare

3.16

 

19

Gang activity and crime

3.15

P=.0407

20

Financial security for families and their children

3.11

 

21

Need to improve parenting and family skills

3.09

P=.0428

22

Absentee landlords not maintaining older neighborhood properties

3.07

 

23

Families in need of supportive friends, relatives, groups, neighbors

3.05

 

24

Quality of air and associated breathing problems

3.05

 

25

Affordable college education for all who want it

3.01

P=.0171

26

After-school and summer activities for children/youth

3.00

 

27

Legal protection and advocacy for children, low-income persons, elderly

2.99

 

28

Shelters and support programs for the homeless

2.99

 

29

Low-income persons in need of dependable transportation

2.97

 

30

Lack of marketable job skills for unemployed and underemployed

2.96

P=.0313

31

Increase the religious and moral life of the community

2.96

 

32

Give recipients of service the ability to give back to the community

2.93

 

33

Work-place policies which support family needs

2.91

 

34

Better road maintenance 

2.90

 

35

Increase efforts to attract environmentally clean industries

2.90

 

36

Better traffic planning and traffic flow

2.89

P=.0200

37

More affordable recreational activities for youth, young adults, and families

2.85

 

38

Improve race relations in our city

2.85

 

39

Litter, noise, substandard housing, sidewalk problems in older neighborhoods

2.84

 

40

Efforts to protect the physical environment

2.83

 

41

Improve neighborhoods and strengthen neighborhood relationships

2.82

 

42

Efforts to ensure that all children are prepared to enter kindergarten

2.82

 

43

Expand hours/routes for public transportation

2.81

 

44

Overcrowded county jail

2.81

P=.0336

45

Better preparation and support for marriages and marital relations

2.79

 

46

Inadequate welfare reform rules to protect needs of families and children

2.79

 

47

Greater emphasis on health prevention lifestyles and services

2.78

 

48

Volunteer support for families leaving public assistance

2.76

 

49

Increase low-income home ownership

2.76

 

50

Small business and economic development in the central city

2.71

P=.0234

51

Schools showing parents how to help children with advanced homework

2.71

 

52

Community organizations cooperate to address gaps in service

2.67

P=.0007

53

Better information about accessing community services

2.60

P=.0007

54

Preserve historic buildings and homes

2.45

P=.0001

55

Revitalize downtown and riverfront with more attractions for everyone

2.33

 

56

Community acceptance of ex-offenders

2.31

 

 

 

For example item 9 has no p value located in the significance column and is thus not statistically different from items 10, 11, 12…16.  But since there were p values for items 17 through 56 this would suggest that item 9 is statistically different from them.  There is also a significance value located in the column for item 8 and this would indicated that items 8 and 9 are statistically different.

 

            In summary, as noted above, there are statistically significant differences between the rankings of the various items.  But, it is also important to note that many of the differences between the various items were very small even when they were statistically significant.  Therefore in determining which critical issues might be addressed, the United Way and other interest groups may want to consider other practical issues such as group interest and availability of money as well as statistical significance when deciding which issue to focus on.

 

Ranking of Critical Issues for Demographic Groups

 

            An analysis was also done to determine if the ranking of the critical issues varied based upon which demographic group a respondent was in.  This was done in two steps.  During the initial step the mean rankings for the 56 critical items were created for each subgroups of a demographic category.  These rankings were then compared to the ranking for the items on the combined sample.  The results of these rankings are in Appendix B in Table 1-5.  During the second step, a correlation analysis was done between the ranking of the items for each subgroup to determine the level of correlation between the ranks for subgroups.  The correlation tables are located in the text of this report.

 

The first analysis was done on the survey respondent subgroups that data were collected from.  United Way divided the survey respondent groups into community leaders, service providers, clients of service providers, neighborhood residents, and the general public.  Community leaders included United Way volunteers and donors, businesses and corporations, members of the Citizen Advisory Committee, and church pastors.  The Service Providers were drawn from the United Way First Call for Help Community Resource Guide.  The Neighborhood Residents were drawn from the Evansville Neighborhood Associations who selected respondents.  SIGCORP provided a randomly drawn sample for the general public subgroup.

 

            The results suggest that there was high agreement among all respondent groups regarding many of the critical issues.  Table 1 Appendix B shows that the rankings for the combined sample, community leaders, service providers, and client groups were quite similar.  The correlations from Table 3 below show that the correlations between these groups were between .856 and .950 and were all significant at .01 level or higher.

 

Table 3

 

Spearman’s Rho Correlations for Respondent Groups

 

 

 

 

 

 

 

 

 

Ranking for Means for Community Leader

Ranking for Mean for Service Providers

Ranking for Means for Neighborhood Respondents

Ranking of Means of the Clients

Rankings of Means for the General Public

Ranking for the Means for Combined Samples

.950**

.866**

.738**

.940**

.776**

Ranking for Means for Community Leader

 

.901**

.646**

.877**

.666**

Ranking for Mean for Service Providers

 

 

.543**

.856**

.577**

Ranking for Means for Neighborhood Respondents

 

 

 

.646**

.357**

Ranking of Means of the Clients

 

 

 

 

.740**

** Correlation is significant at the .01 level (2-tailed).

 

The rankings and correlations were not as highly correlated between the rankings for the general public and other subgroups. These ranged from .357 to .776 with the lowest correlations occurring between general public and neighborhood respondents.  A review of the rankings helps explain some of the differences.  The neighborhood respondents’ number one issue was “absentee landlords not maintaining older properties” and the general public’s number one issue was “lack of affordable healthcare/insurance.”  Logically the neighborhood associations would be concerned with absentee landlords more so than the general public.  These analyses then suggest that although there is high agreement between some of the major survey respondent groups, for others this is not as true and thus different respondent groups may want to focus on different critical issues.

 

            The second analysis of demographic variables was done on the rankings for the age subgroups.  The same two procedures were again used as were done for the survey respondent groups. Rankings of the means were done for the 56 critical items and then correlations were done between the rankings. 

 

            Table 2 Appendix B summarizes the subgroups rankings as compared to the combined sample rankings for the 56 critical issues.  The rankings and correlations between the combined sample rankings and the age subgroups where high.  Table 4 below shows that the correlations ranged from .813 to .981 and all were significant at the .01 level or higher.

 

Table 4

 
Spearman’s Rho Correlations for Age Groups

 

 

 

 

 

 

 

 

 

Rankings of ages 18-24

Rankings of ages 25-34

Rankings of ages 35-44

Rankings of ages 45-54

Rankings of ages 55-64

Rankings of ages 65+

Ranking for the Means for Combined Samples

.813**

.915**

.981**

.971**

.979**

.896**

Rankings of ages 18-24

 

.874**

.777**

.712**

.779**

.673**

Rankings of ages 25-34

 

 

.895**

.849**

.864**

.756**

Rankings of ages 35-44

 

 

 

.971**

.967**

.846**

Rankings of ages 45-54

 

 

 

 

.965**

.844**

Rankings of ages 55-64

 

 

 

 

 

.870**

** Correlation is significant at the .01 level (2-tailed).

 

The lowest correlation occurred between the combined sample and the 18-24 age groups.  The 18-24 year old group had the lowest correlations with all other age subgroups.  Table 2, Appendix B shows the 18-24 years olds were most concerned with “children needing parents to be more involved”, “affordable college education”, “and child abuse and neglect” whereas other groups were more concerned with “in home services for the elderly…” ,“teenage sex, pregnancy and parenthood”, and “child abuse and neglect.”  In summary, there are similarities but the rankings also reflect age appropriate concerns.

 

            The third analysis studied the relationships between the rankings of the various educational subgroups and their relationship to the combined sample ranking for the critical items.  Table 3 Appendix B provides the summary results of the rankings.  Overall the ranking for the educational subgroups and the combined sample were highly correlated.  Table 5 below shows that the correlations ranged from .884 to .966 and all were significant at the .01 level or higher.  This suggests high agreement between these subgroups

 

Table 5

 

Spearman’s Rho Correlations for Educational Groups

 

 

 

 

 

 

 

 

Ranking of for Respondents with Some High School

Rankings for High School Grad Respondents

Rankings for Voc. Grads

Rankings for College Grads

Rankings for Post Grads

Ranking for the Means for Combined Samples

.884**

.955**

.938**

.966**

.888**

Ranking of Items for Respondents with Some High School

 

.922**

.854**

.813**

.723**

Rankings for High School Grad Respondents

 

 

.943

.896

.758

Rankings for Voc. Grads

 

 

 

.890

.743

Rankings for College Grads

 

 

 

 

.880

** Correlation is significant at the .01 level (2-tailed).

and the combined sample.  A review of Table 3 Appendix B shows that all saw “in home services for the elderly…” as being one of the most critical issues.  “Teenage sex, pregnancy and parenthood” and “lack of affordable health care/insurance” were also important issues.  The lowest correlations occurred between the Post Graduates and the other subgroups but yet this group's rankings were still highly correlated with the rankings of the other groups (correlations ranged from .723 to .888).

 

            An analysis was also done to determine the impact of gender on the rankings of the 56 critical issues.  Table 4 Appendix B provides a summary of the comparisons between the rankings of the combined sample and the rankings of males and females.  A comparison of the rankings again shows a strong relationship between the various subgroups.  The combined sample, male, and females all ranked “in home services for elderly…” and “teenage sex, pregnancy and parenthood” as number 2.  The Spearman’s Rho correlation data indicate that male and female rankings correlated with the combined sample rankings at the .963 and .985 level respectively.  And the male and female rankings had a correlation of .915.  All were significant at the .01 level or above.  These results suggest that there were very little differences in how men, women and the combined sample ranked the items.  A review of Table 4 Appendix B highlights one other interesting difference between male and female individual scoring of critical items.  That is with the exception of two items, the females scored all other items as more critical than the males did.  The female mean scores for criticality for these 54 items were higher than that of the males.  Males coded  “better traffic planning and traffic flow” and “lack of marketable job skills for unemployed…” as more critical than females.

 

            The final analysis of the demographic variables was done on the impact of race.   Since approximately 98% of the respondents were either white or black a comparison was done on only these two groups.   Table 5 Appendix B provides a summary of the comparisons between the rankings of the combined group and the rankings of the black and white respondents.  There is some comparability on ranking for the three groups for the first two items.  These items were “in home services for the elderly…” and “teenage sex, pregnancy and parenthood.”   After these rankings the black respondents tended to differ from the other two groups some but the correlations between all the subgroups still tended to be strong.  The correlations between the combined sample and black sample and combined sample with white sample rankings were .803 and .996 respectively.  The correlation between the black and white rankings was .764.  All correlations were significant at the .01 level or higher.  It would be expected that the white and combined samples would have the highest correlation since the combined sample was made up of approximately 90% whites.

 

            In summary, the review of the demographic variable rankings for various subgroups has demonstrated that in general most subgroup rankings were highly correlated with the combined sample.  But there were subgroups such as the neighborhood respondents, the 18-24 year olds, and the black subgroups that had the critical items ranked differently.   These data maybe helpful in assisting various subgroup in determine what critical items are most important to them and thus possibly their focus of attention.

 

Factor Analysis Results

 

            As noted in the introduction of this statistical analysis, a factor analysis was done on the results for the 56 items.  Factor analysis is a data reduction technique.  It attempts to simplify complex and diverse relationships that exist among a set of observed variables.  In the current study the observed variables are the responses on the 56 items in the Critical Issues Study.  It uses statistical procedures for uncovering common dimensions or factors that link together the seemingly unrelated variables, and consequently provides insight into the underlying structure of the data.  For example, the common underlying dimension of social class may account for the strong positive correlations frequently found among income, education, and occupation.  Thus instead of having to understand three variables in this situation, we can simplify matters to the extent that we may only have to consider one variable, social class, because it characterizes the underlying structure of the data.

 

            A factor analysis was thus done on the 56 items of the Critical Issues Study to determine if there were underlying factors that account for the correlations between the various items.  These underlying factors would then simplify the interpretation of the results.  When this was done it was found that there were eleven factors that accounted for much of the correlation between the 56 items.  Table 6 below has the results.   The table provides the individual critical issue item, its survey study number and its factor score.  The factor scores for the items ranged from .313 to .828.  These scores are used to provide an interpretation for the underlying factor.  For example in Factor 1 that has been labeled “Education and Training Concerns…” item 53 from the study has a factor score of .709 and item 35 has a score of .401.  The higher scoring items are given more weight in the interpretation of the factor.  In this case items 53, 49, and 43 all have factor scores of .621 or above.  Thus, it is suggested that the underlying factor for Critical Issues Study items 53, 49, 43, 47, 24, 37, 23, 55, 15, and 35 has to do with education, training and job security.  These items insure the family has its basic financial and welfare needs meet.  Survey respondents who stated item 53 was more critical probably also felt the same about the other items in this factor.

 

            For Factor 2 all items that loaded on this issue had to do with support/protection of the disabilities and support for the caregivers of the disabled.  Their scores ranged from .385 to .782.  Thus, clearly this underlying factor deals with disabilities and the caregivers of the disabled and the seven items that loaded on this factor can be simplified to these concepts.

           

 

 

 

Table 6

Factor Analysis 1999 Comprehensive

Community Survey

 

Factor 1:  Education and Training Concerns Leading to Family Security

 

 

 

SCORE

53

Affordable college education for all who want it

.709

49

Schools showing parents how to help children with advanced homework

.633

43

Efforts to ensure that all children are prepared to enter kindergarten

.621

47

Work-place policies which support family needs

.534

24

More affordable recreational activities for youth, young adults and families

.491

37

Inadequate welfare reform rules to protect needs of families and children

.482

23

After-school and summer activities for children/youth

.476

55

Jobs which pay living wages

.437

15

Lack of affordable, quality child care (including p.m. and infant care)

.424

35

Lack of marketable job skills for unemployed and under-employed

.401

 

Factor 2:  Support for Caregivers of Disabled and Ill and Support for Disabled and Ill.

 

 

 

SCORE

4

Support for people caring for disabled in home

.782

3

In home services for elderly persons who want to remain independent

.667

33

Support for care-givers and patients with long term and terminal illnesses

.655

11

Support for people with mental illness

.646

56

Support for people with disabilities

.625

12

Lack of affordable health care/insurance

.440

17

Legal protection and advocacy for children, low-income persons, and elderly

.385

 

 

Factor 3:  Abuse of Self and Others.

 

 

 

SCORE

44

Child abuse and neglect

.723

26

Teenage violence

.680

9

Drug and alcohol abuse

.624

40

Spouse abuse and the safety of victims

.611

51

Gang activity and crime

.576

45

Community supports for troubled children/youth

.564

6

Teenage sex, pregnancy, and parenthood

.512

30

Shelters and support programs for the homeless

.348

 

Factor 4:   Support for Low Income.

 

 

 

SCORE

8

Affordable housing for low-income people

.757

14

Low-income persons in need of dependable transportation

.596

10

Financial security for families and their children

.545

32

Increase low-income home ownership

.526

 

 

 

 

 

 

 

 

Factor 5:  Solutions for Family Problems. 

 

 

 

SCORE

21

Need to improve parenting and family skills

.658

22

Better preparation and support for marriages and marital relations

.615

7

Teach life skills to meet needs of family and children

.593

54

Increase the religious and moral life of the community

.572

39

Children needing parents to be more involved in their lives

.507

2

Families in need of supportive friends, relatives, groups, neighbors

.453

20

Volunteer support for families leaving public assistance

.360

 

Factor 6:  Maintaining Neighborhoods.

 

 

 

SCORE

25

Absentee landlords not maintaining older neighborhood properties

.689

50

Litter, noise, substandard housing, sidewalk problems in older neighborhoods

.677

36

Improve neighborhoods and strengthen neighborhood relationships

.638

48

Overcrowded county jail

.359

 

Factor 7:  Community Service Issues.

 

 

 

SCORE

41

Community organizations cooperate to address gaps in service

.710

31

Better information about accessing community services

.555

16

Greater emphasis on health prevention lifestyles and services

.537

28

Improve race relations in our city

.367

27

Community acceptance of ex-offenders

.340

 

 

 

 

 

Factor 8:   Environmental Protection Issues.

 

 

 

SCORE

19

Quality of air and associated breathing problems

.828

18

Efforts to protect the physical environment

.776

38

Increase efforts to attract environmentally clean industries

.631

 

Factor 9:  Improved Roads.

 

 

 

SCORE

42

Better traffic planning and traffic flow

.784

29

Better road maintenance

.704

52

Give recipients of service the ability to give back to the community

.313

 

Factor 10:  Revitalization of the Downtown.

 

 

 

SCORE

34

Revitalize downtown and riverfront with more attractions for everyone

.695

1

Preserve historic buildings and homes

.651

5

Small business and economic development in the central city

.602

 

Factor 11:  Reduce Welfare Abuse.

 

 

 

SCORE

13

Reduce fraud and abuse of public welfare

.594

46

Expand hours/routes for public transportation

-.366

 

            The eight items that loaded on Factor 3 all have content related to abuse of self, abuse of others, or support for someone who has been abused.  The scores ranged from .348 to .723 with the highest occurring for item 44, “Child abuse and neglect.”  Therefore it is suggested that the underlying construct for these eight items is abuse and this includes abuse of self or abuse of others.

 

            Factor 4 had four items that loaded on it.  Their scores ranged from .526 to .757 with the highest score occurring on item 8, “Affordable housing for low-income people.”  The common theme of these items suggests that the underlying construct for this factor has to do with support for the low-income.

 

            Factor 5 had seven items load on it and their factor scores ranged from .360 to .658.  The highest score, .658, occurred for item 21, “Need to improve parenting and family skills.”  The construct that appears to be present in all seven items is solutions for family problems.  Solutions could be parent training, teaching life skills, increased religion, etc.

 

            Factor 6 had four items that loaded on it and the scores ranged from .359 to .689.  Three items, 25, 50, and 36 deal with maintaining the neighborhood.  The individuals who also highly endorsed these items as critical were also very concerned about overcrowded jails which probably also has to do with maintaining the jail setting.  Therefore, it is believed that these items represent an underlying construct of wanting to maintain the neighborhood.

 

            Factor 7 had five study items that loaded on it and the scores ranged from .340 to .710.  These items tended to represent community services, community agencies and relations between the agencies.  It is thought that the underlying construct for these five items then reflects community service and agency issues.  If a respondent felt strongly about the need to have “community service agencies to cooperate to avoid service gaps” they probably also felt strongly about the need for better information about accessing community services.  

 

            Factor 8 had three items that loaded on it and all items had very high factor scores (.828-.631) and reflected concern about the environment.   It seems clear that the underlying construct for these three items is the environment and its protection.

 

            Factor 9 had three items that loaded on it.  Two clearly had to do with traffic and road maintenance.  These two items had the highest scores and thus are given greater emphasis in the interpretation of the factor.  One item, 52, had to do with giving recipients of service the ability to give back to the community but had a factor score of .313 and thus was given less emphasis in the interpretation of the factor.  Therefore, it is though that this factor has to do with improving the roads, which would then lead to better traffic flow.

 

            Factor 10 also had three items that loaded on it.  Their factor scores were all fairly uniform and ranged from .602 to .695.  All the items appeared to have something to do with revitalizing the downtown area to in order to make it more attractive and economically viable.  It is believed that this is the underlying construct for these three items.

 

            The final factor, Factor 11, had two items that loaded on it.  One, item 13 had a high positive loading, and has to do with reducing fraud and abuse of public welfare.  Item 46 had a lower and negative factor loading to identify a need to expand hours/routes for public transportation.  A negative score usually suggests that this item has a negative impact on the underlying construct.  It is believed that the underlying construct for this factor has to do with reducing welfare abuse.

 

            In summary the factor analysis suggests that the content of the 56 items from the Critical Issues Study can be reduced down to eleven underlying constructs.  These constructs have been labeled as “educational and training concerns leading to family security”, “support for caregivers of the disabled/ill and support for the disabled/ill”,  “types of self or other abuse”, “support for the low-income”, “solutions to family problems”, “maintaining the neighborhoods”, “community agency service issues”, “protection of the environment”, “improved roads and traffic planning”, “revitalizing the downtown area”, and reducing welfare abuse and fraud.”  These eleven factor/underlying constructs could be used to simplify the interpretation of the results for the 56 critical survey issues.  They could also be used as focal issues in need of future attention.  The survey items that loaded on each factor could help in the understanding of what each construct represents.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

APPENDIX B

 

Table 1

1999 Comprehensive Community Assessment

Items Rankings by Respondent Groups

 

Ranking for

Combined

Sample

Question

Ranking of

Community

Leaders

Ranking for

Service

 Providers

Rankings for

 Neighborhood 

Respondents

Rankings for

Client

Respondents

Rankings for

 General

 Public

1

In home services for elderly persons who want to remain independent.

1

4

2

3

4

2

Teenage sex, pregnancy and parenthood

2

2

14

2

9

3

Child abuse and neglect

4

3

8

1

11

4

Drug and alcohol abuse

3

1

7

4

20

5

Lack of affordable health care/insurance

5

7

12

7

1

6

Support for people caring for disabled in home

6

6

15

9

5

7

Children needing parents to be more involved in their lives

8

9

10

6

8

8

Jobs which pay living wages

10

12

5

5

18

9

Support for caregivers and patients with long-term and terminal illness

13

24

16

21

6

10

Teach life skills to meet needs o  families and children

7

5

33

20

14

11

Teenage violence

11

14

6

8

37

12

Support for people with disabilities

18

20

11

16

7

13

Community support for troubled children/youth

9

8

20

12

29

14

Support for people with mental illness

17

18

24

17

3

15

Spouse abuse and the safety of victims

15

11

22

11

15

16

Affordable housing for low-income people

12

13

25

14

22

17

Lack of affordable, quality childcare (including P.M. and infant care)

14

10

39

10

13

18

Reduce fraud and abuse of public welfare

24

44

13

15

10

19

Gang activity and crime

16

19

4

13

45

20

Financial security for families and their children

21

16

29

18

21

21

Need to improve parenting and family skills

19

15

41

29

12

22

Absentee Landlords not maintaining older neighborhood properties

28

26

1

24

41

23

Families in need of supportive friends, relatives, groups, neighbors

20

21

36

19

34

24

Quality of air and associated breathing problems

23

17

19

32

28

25

Affordable college education for all who want it

33

38

42

25

2

26

After-school and summer activities for children/youth

27

23

32

22

30

27

Legal protection and advocacy for children, low-income persons, elderly

30

27

30

26

19

28

Shelters and support programs for the homeless

25

22

40

23

32

29

Low-income persons in need of dependable transportation

22

40

27

35

46

30

Lack of marketable job skills for unemployed and underemployed

8

9

38

30

23

31

Increase the religious and moral life of the community

34

29

26

28

31

32

Give recipients of service the ability to give back to the community

36

42

28

42

16

33

Work-place policies which support family needs

40

43

37

31

17

34

Better road maintenance

31

28

23

37

40

35

Increase efforts to attract environmentally clean industries

37

47

17

40

35

36

Better traffic planing and traffic flow

29

54

18

50

39

37

More affordable recreational activities for youth, young adults, and families

39

25

35

41

44

38

Improve race relations in our city

48

37

34

27

36

39

Litter, noise, substandard housing, sidewalk problems in older neighborhoods

50

48

3

48

43

40

Efforts to protect the physical environment

38

31

31

49

47

41

Improve neighborhoods and strengthen neighborhood relationships

45

39

52

33

24

42

Effort to ensure that all children are prepared to enter kindergarten

47

46

9

44

48

43

Expand hours/routes for public transportation

44

32

21

34

50

44

Overcrowded county jail

46

30

44

38

33

45

Better preparation and support for marriages and marital relations

41

49

53

45

25

46

Inadequate welfare reform rules to protect needs of families and children

51

45

46

39

27

47

Greater emphasis on health prevention lifestyles and services

32

34

49

47

49

48

Volunteer support for families leaving public assistance

49

50

43

36

38

49

Increase low-income home ownership

43

41

50

46

42

50

Small business and economic development in the central city

35

33

45

53

54

51

Schools showing parents how to help children with advanced homework

53

51

51

43

26

52

Community organizations cooperate to address gaps in service

42

35

47

52

55

53

Better information about accessing community services

52

52

48

51

53

54

Preserve historic buildings and homes

54

53

54

55

51

55

Revitalize downtown and riverfront with more attractions for everyone

55

55

56

56

52

56

Community acceptance of ex-offenders

56

56

55

54

56

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Table 2

Rankings for Age Groups

 

Ranking for

Combined

Sample

Question

Ranking of

18-24 Year Olds

Ranking for

25-34 Year Olds

Rankings for

 35-44 Year Olds

Rankings for

45-54 Year Olds

Rankings for 55-64 Year Olds

Rankings for

64 + Year Olds

1

In home services for elderly persons who want to remain independent.

7

7

2

1

1

1

2

Teenage sex, pregnancy and parenthood

5

2

1

3

2

5

3

Child abuse and neglect

3

1

3

2

5

12

4

Drug and alcohol abuse

13

5

6

4

3

3

5

Lack of affordable health care/insurance

4

3

4

5

4

4

6

Support for people caring for disabled in home

24

10

5

6

6

2

7

Children needing parents to be more involved in their lives

1

4

7

9

7

10

8

Jobs which pay living wages

14

8

8

7

9

11

9

Support for caregivers and patients with long-term and terminal illness

31

18

14

12

12

6

10

Teach life skills to meet needs of families and children

10

16

13

18

15

7

11

Teenage violence

20

17

11

11

8

13

12

Support for people with disabilities

8

15

9

8

10

17

13

Community support for troubled children/youth

29

11

18

10

13

18

14

Support for people with mental illness

18

22

16

15

19

9

15

Spouse abuse and the safety of victims

6

12

17

13

14

21

16

Affordable housing for low-income people

11

13

10

16

11

19

17

Lack of affordable, quality childcare (including P.M. and infant care)

12

6

15

14

18

28

18

Reduce fraud and abuse of public welfare

25

9

20

23

25

8

19

Gang activity and crime

32

26

12

19

16

15

20

Financial security for families and their children

16

19

21

21

17

31

21

Need to improve parenting and family skills

15

24

22

20

22

27

22

Absentee Landlords not maintaining older neighborhood properties

9

29

27

25

20

14

23

Families in need of supportive friends, relatives, groups, neighbors

42

30

23

17

21

29

24

Quality of air and associated breathing problems

27

21

19

22

23

37

25

Affordable college education for all who want it

2

14

25

33

31

32

26

After-school and summer activities for children/youth

19

25

28

28

24

39

27

Legal protection and advocacy for children, low-income persons, elderly

26

27

24

30

30

24

28

Shelters and support programs for the homeless

28

23

26

24

27

41

29

Low-income persons in need of dependable transportation

45

38

29

32

29

16

30

Lack of marketable job skills for unemployed and underemployed

21

41

31

26

28

33

31

Increase the religious and moral life of the community

40

39

30

29

26

30

32

Give recipients of service the ability to give back to the community

38

33

35

31

40

23

33

Work-place policies which support family needs

17

20

32

40

41

40

34

Better road maintenance

33

36

39

36

35

20

35

Increase efforts to attract environmentally clean industries

47

44

34

27

34

34

36

Better traffic planing and traffic flow

44

45

36

35

37

22

37

More affordable recreational activities for youth, young adults, and families

46

34

37

37

36

44

38

Improve race relations in our city

22

31

38

44

33

46

39

Litter, noise, substandard housing, sidewalk problems in older neighborhoods

34

46

45

41

38

26

40

Efforts to protect the physical environment

51

43

33

34

42

47

41

Improve neighborhoods and strengthen neighborhood relationships

36

50

41

43

32

35

42

Effort to ensure that all children are prepared to enter kindergarten

23

28

47

50

47

38

43

Expand hours/routes for public transportation

41

51

48

45

39

25

44

Overcrowded county jail

48

47

44

39

44

42

45

Better preparation and support for marriages and marital relations

43

37

50

48

45

36

46

Inadequate welfare reform rules to protect needs of families and children

35

40

42

49

49

43

47

Greater emphasis on health prevention lifestyles and services

49

48

40

38

43

49

48

Volunteer support for families leaving public assistance

37

35

49

51

46

45

49

Increase low-income home ownership

39

42

43

47

50

50

50

Small business and economic development in the central city

30

32

51

53

52

48

51

Schools showing parents how to help children with advanced homework

54

53

46

42

48

51

52

Community organizations cooperate to address gaps in service

53

52

52

46

51

53

53

Better information about accessing community services

50

49

53

52

53

52

54

Preserve historic buildings and homes

52

54

54

54

55

54

55

Revitalize downtown and riverfront with more attractions for everyone

55

55

55

55

56

56

56

Community acceptance of ex-offenders

56

56

56

56

54

55

 

 

Table 3

Rankings of Educational Groups

 

Ranking for

Combined

Sample

Question

Ranking for 

Respondents with Some High School

Ranking for

Respondents Who Grad. High School

Rankings for

Vocational School Graduates

Rankings for

College Graduates

Rankings for

Respondents withGrad. Education

1

In home services for elderly persons who want to remain independent.

2

2

1

1

1

2

Teenage sex, pregnancy and parenthood

3

3

3

2

2

3

Child abuse and neglect

5

6

4

3

4

4

Drug and alcohol abuse

8

10

10

4

3

5

Lack of affordable health care/insurance

1

1

2

5

6

6

Support for people caring for disabled in home

10

7

8

6

5

7

Children needing parents to be more involved in their lives

4

5

7

7

8

8

Jobs which pay living wages

13

4

6

11

11

9

Support for caregivers and patients with long-term and terminal illness

14

11

5

14

16

10

Teach life skills to meet needs o  families and children

17

14

27

8

9

11

Teenage violence

15

13

14

9

13

12

Support for people with disabilities

11

8

11

18

19

13

Community support for troubled children/youth

22

21

22

10

10

14

Support for people with mental illness

12

12

13

13

18

15

Spouse abuse and the safety of victims

21

17

15

15

15

16

Affordable housing for low-income people

6

18

28

22

7

17

Lack of affordable, quality childcare (including P.M. and infant care)

19

22

18

12

12

18

Reduce fraud and abuse of public welfare

7

9

9

17

36

19

Gang activity and crime

16

16

19

16

21

20

Financial security for families and their children

24

15

17

21

22

21

Need to improve parenting and family skills

33

32

29

19

14

22

Absentee Landlords not maintaining older neighborhood properties

9

20

16

26

29

23

Families in need of supportive friends, relatives, groups, neighbors

43

35

23

24

17

24

Quality of air and associated breathing problems

26

27

33

20

20

25

Affordable college education for all who want it

28

19

12

23

43

26

After-school and summer activities for children/youth

23

31

30

25

27

27

Legal protection and advocacy for children, low-income persons, elderly

20

30

35

28

25

28

Shelters and support programs for the homeless

25

24

24

27

34

29

Low-income persons in need of dependable transportation

37

34

21

36

23

30

Lack of marketable job skills for unemployed and underemployed

45

29

37

30

26

31

Increase the religious and moral life of the community

18

26

32

42

28

32

Give recipients of service the ability to give back to the community

32

28

25

31

41

33

Work-place policies which support family needs

41

23

20

35

44

34

Better road maintenance

46

41

26

32

30

35

Increase efforts to attract environmentally clean industries

31

25

31

33

49

36

Better traffic planing and traffic flow

44

38

40

29

48

37

More affordable recreational activities for youth, young adults, and families

48

49

42

39

24

38

Improve race relations in our city

30

33

34

41

50

39

Litter, noise, substandard housing, sidewalk problems in older neighborhoods

36

36

39

43

46

40

Efforts to protect the physical environment

47

48

41

34

31

41

Improve neighborhoods and strengthen neighborhood relationships

42

37

46

48

42

42

Effort to ensure that all children are prepared to enter kindergarten

40

45

36

38

45

43

Expand hours/routes for public transportation

29

39

47

51

35

44

Overcrowded county jail

38

43

45

50

39

45

Better preparation and support for marriages and marital relations

39

47

44

44

37

46

Inadequate welfare reform rules to protect needs of families and children

35

42

38

49

51

47

Greater emphasis on health prevention lifestyles and services

50

50

50

37

32

48

Volunteer support for families leaving public assistance

49

46

49

45

38

49

Increase low-income home ownership

34

40

43

53

47

50

Small business and economic development in the central city

53

52

54

40

33

51

Schools showing parents how to help children with advanced homework

27

44

48

46

53

52

Community organizations cooperate to address gaps in service

52

53

51

47

40

53

Better information about accessing community services

51

51

53

52

52

54

Preserve historic buildings and homes

55

54

52

54

54

55

Revitalize downtown and riverfront with more attractions for everyone

56

56

56

55

55

56

Community acceptance of ex-offenders

54

55

55

56

56

 

 

 

Table 4

Rankings for Women and Men

 

Ranking for

Combined

Sample

Question

Ranking of

Males 

Respondents

Ranking for

Females

 Respondents

Rankings for Mean Scores Males

Rankings for Mean Scores Females

1

In home services for elderly persons who want to remain independent.

1

1

3.46

3.62

2

Teenage sex, pregnancy and parenthood

2

2

3.41

3.57

3

Child abuse and neglect

4

4

3.35

3.53

4

Drug and alcohol abuse

6

3

3.28

3.54

5

Lack of affordable health care/insurance

3

5

3.37

3.48

6

Support for people caring for disabled in home

7

6

3.24

3.46

7

Children needing parents to be more involved in their lives

5

8

3.32

3.37

8

Jobs which pay living wages

9

7

3.13

3.41

9

Support for caregivers and patients with long-term and terminal illness

11

10

3.11

3.32

10

Teach life skills to meet needs o  families and children

14

9

3.06

3.33

11

Teenage violence

10

11

3.12

3.30

12

Support for people with disabilities

8

14

3.14

3.28

13

Community support for troubled children/youth

12

18

3.10

3.26

14

Support for people with mental illness

17

12

3.03

3.30

15

Spouse abuse and the safety of victims

16

16

3.05

3.27

16

Affordable housing for low-income people

15

15

3.05

3.27

17

Lack of affordable, quality childcare (including P.M. and infant care)

19

13

2.99

3.29

18

Reduce fraud and abuse of public welfare

18

17

2.99

3.27

19

Gang activity and crime

13

20

3.08

3.18

20

Financial security for families and their children

25

19

2.92

3.24

21

Need to improve parenting and family skills

21

21

2.96

3.18

22

Absentee Landlords not maintaining older neighborhood properties

26

22

2.90

3.17

23

Families in need of supportive friends, relatives, groups, neighbors

23

24

2.93

3.14

24

Quality of air and associated breathing problems

22

25

2.94

3.12

25

Affordable college education for all who want it

27

26

2.87

3.12

26

After-school and summer activities for children/youth

28

28

2.84

3.10

27

Legal protection and advocacy for children, low-income persons, elderly

35

23

2.76

3.16

28

Shelters and support programs for the homeless

31

27

2.82

3.11

29

Low-income persons in need of dependable transportation

32

31

2.82

3.05

30

Lack of marketable job skills for unemployed and underemployed

20

33

2.97

2.96

31

Increase the religious and moral life of the community

37

30

2.75

3.07

32

Give recipients of service the ability to give back to the community

33

32

2.79

3.02

33

Work-place policies which support family needs

47

29

2.65

3.09

34

Better road maintenance

30

34

2.83

2.96

35

Increase efforts to attract environmentally clean industries

29

36

2.84

2.95

36

Better traffic planing and traffic flow

24

45

2.93

2.86

37

More affordable recreational activities for youth, young adults, and families

43

37

2.69

2.94

38

Improve race relations in our city

39

38

2.72

2.92

39

Litter, noise, substandard housing, sidewalk problems in older neighborhoods

38

39

2.73

2.91

40

Efforts to protect the physical environment

34

43

2.77

2.87

41

Improve neighborhoods and strengthen neighborhood relationships

44

40

2.69

2.90

42

Effort to ensure that all children are prepared to enter kindergarten

36

46

2.76

2.86

43

Expand hours/routes for public transportation

51

35

2.58

2.96

44

Overcrowded county jail

45

42

2.69

2.88

45

Better preparation and support for marriages and marital relations

48

41

2.61

2.89

46

Inadequate welfare reform rules to protect needs of families and children

41

47

2.70

2.86

47

Greater emphasis on health prevention lifestyles and services

40

49

2.71

2.83

48

Volunteer support for families leaving public assistance

50

44

2.59

2.87

49

Increase low-income home ownership

46

48

2.65

2.85

50

Small business and economic development in the central city

52

50

2.58

2.79

51

Schools showing parents how to help children with advanced homework

42

51

2.69

2.73

52

Community organizations cooperate to address gaps in service

49

52

2.61

2.70

53

Better information about accessing community services

53

53

2.49

2.66

54

Preserve historic buildings and homes

54

54

2.36

2.52

55

Revitalize downtown and riverfront with more attractions for everyone

55

56

2.36

2.34

56

Community acceptance of ex-offenders

56

55

2.12

2.40

 

 

Table 5

Rankings of White and Black Respondents

 

Ranking for

Combined

Sample

Question

Ranking of

Black 

Respondents

Ranking for

White

 Respondents

1

In home services for elderly persons who want to remain independent.

3

1

2

Teenage sex, pregnancy and parenthood

1

2

3

Child abuse and neglect

7

3

4

Drug and alcohol abuse

10

4

5

Lack of affordable health care/insurance

2

5

6

Support for people caring for disabled in home

11

6

7

Children needing parents to be more involved in their lives

15

7

8

Jobs which pay living wages

5

8

9

Support for caregivers and patients with long-term and terminal illness

23

9

10

Teach life skills to meet needs o  families and children

13

10

11

Teenage violence

12

11

12

Support for people with disabilities

8

12

13

Community support for troubled children/youth

9

13

14

Support for people with mental illness

28

14

15

Spouse abuse and the safety of victims

29

15

16

Affordable housing for low-income people

6

18

17

Lack of affordable, quality childcare (including P.M. and infant care)

20

16

18

Reduce fraud and abuse of public welfare

35

17

19

Gang activity and crime

17

19

20

Financial security for families and their children

14

20

21

Need to improve parenting and family skills

31

21

22

Absentee Landlords not maintaining older neighborhood properties

4

24

23

Families in need of supportive friends, relatives, groups, neighbors

48

22

24

Quality of air and associated breathing problems

30

23

25

Affordable college education for all who want it

26

25

26

After-school and summer activities for children/youth

19

28

27

Legal protection and advocacy for children, low-income persons, elderly

27

26

28

Shelters and support programs for the homeless

32

27

29

Low-income persons in need of dependable transportation

39

29

30

Lack of marketable job skills for unemployed and underemployed

25

30

31

Increase the religious and moral life of the community

18

33

32

Give recipients of service the ability to give back to the community

47

31

33

Work-place policies which support family needs

34

36

34

Better road maintenance

52

32

35

Increase efforts to attract environmentally clean industries

41

34

36

Better traffic planing and traffic flow

53

35

37

More affordable recreational activities for youth, young adults, and families

21

38

38

Improve race relations in our city

22

39

39

Litter, noise, substandard housing, sidewalk problems in older neighborhoods

16

40

40

Efforts to protect the physical environment

54

37

41

Improve neighborhoods and strengthen neighborhood relationships

38

41

42

Effort to ensure that all children are prepared to enter kindergarten

36

43

43

Expand hours/routes for public transportation

42

44

44

Overcrowded county jail

24

46

45

Better preparation and support for marriages and marital relations

49

42

46

Inadequate welfare reform rules to protect needs of families and children

33

47

47

Greater emphasis on health prevention lifestyles and services

43

45

48

Volunteer support for families leaving public assistance

46

48

49

Increase low-income home ownership

37

49

50

Small business and economic development in the central city

44

50

51

Schools showing parents how to help children with advanced homework

40

51

52

Community organizations cooperate to address gaps in service

50

52

53

Better information about accessing community services

45

53

54

Preserve historic buildings and homes

55

54

55

Revitalize downtown and riverfront with more attractions for everyone

56

55

56

Community acceptance of ex-offenders

51

56

 

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