| Literature DB >> 29098057 |
Megan L Smith1, Michael J Mann1, Zornitsa Georgieva1, Reagan Curtis1, Christine J Schimmel1.
Abstract
Young adolescents, and the middle level educators who work with them, face many exciting but demanding challenges during this key period of development. According to stage-environment fit theory, the degree to which middle grades students perceive a good fit between their school environment and their needs impacts their academic and life outcomes. The authors endeavored to build on middle level research by studying the extent to which students' needs are supported by school environment factors and how this "fit" relates to two academic outcome variables: school enjoyment and aspiration. The sample consisted of middle grades students (N = 1,027) between the ages of 10 and 14. Hierarchical logistic regression analyses were conducted. After controlling for age, ethnicity, and gender, four subscales (Social Skills Needs, Mental Health Needs, Academic and Career Needs, and School Support) were entered as potential predictors. Both models were significant and accounted for ~20% of the variance. This study suggests that middle level educators, counselors, and administrators may benefit from considering ways to enhance the match between students' and the middle grades' learning environment, especially by considering non-academic factors as a way to provide indirect, but powerful, support for academic and life success.Entities:
Keywords: academic aspiration; needs assessments; school counseling; school enjoyment; school support
Year: 2016 PMID: 29098057 PMCID: PMC5663305 DOI: 10.1080/19404476.2016.1226100
Source DB: PubMed Journal: RMLE Online ISSN: 1940-4476
Student Level Demographics
| Grade | Female | Male | White/Caucasian | Mixed race | Black/African American | Total students per grade |
|---|---|---|---|---|---|---|
| 5 | 104 (46%) | 120 (54%) | 167 (75%) | 26 (12%) | 23 (10%) | 224 |
| 6 | 194 (53%) | 174 (47%) | 247 (67%) | 49 (13%) | 47 (13%) | 368 |
| 7 | 113 (51%) | 107 (49%) | 183 (83%) | 18 (8%) | 12 (6%) | 220 |
| 8 | 110 (51%) | 105 (49%) | 184 (86%) | 10 (5%) | 18 (8%) | 215 |
School Level Demographics
| School | Grade levels | Enrollment (# of students) | SES (% low income) | # of school counselors |
|---|---|---|---|---|
| School 1 | 6–8 | 115 | 72.17 | 1 |
| School 2 | 6–8 | 574 | 66.38 | 2 |
| School 3 | 6–8 | 257 | 77.04 | 1 |
| School 4 | 5–8 | 632 | 47.15 | 2 |
Factor Analysis Structure Matrix
| Factor loadings | ||||
|---|---|---|---|---|
| Item | Academic | Mental health | Social skills | School support |
| Making friends | 0.01 | −0.09 | 0.00 | |
| Fitting in at school | 0.02 | −0.05 | −0.04 | |
| Dealing with peer pressure | 0.03 | 0.15 | 0.00 | |
| Improving communication | 0.11 | −0.05 | 0.00 | |
| Getting involved in school activities | 0.15 | 0.04 | 0.02 | |
| Dating or relationship issues | 0.00 | 0.29 | −0.03 | |
| Concerns about alcohol … or drug use | 0.06 | −0.23 | 0.03 | |
| Helping myself (expressing …) | 0.06 | 0.12 | 0.03 | |
| Handling teasing or being bullied | −0.04 | 0.31 | 0.08 | |
| Getting along w/other students … | 0.12 | 0.04 | 0.01 | |
| Getting along better with family … | 0.18 | 0.12 | 0.02 | |
| Feeling sad or depressed | −0.02 | −0.09 | −0.02 | |
| Feeling suicidal | −0.11 | −0.13 | −0.09 | |
| Grief over the loss of a loved one | 0.11 | 0.05 | 0.05 | |
| Parental divorce or separation | 0.01 | 0.02 | 0.05 | |
| Dealing with anger | 0.19 | −0.06 | −0.06 | |
| Feeling stressed | 0.14 | −0.02 | 0.00 | |
| Skills for resolving conflicts | 0.16 | 0.32 | 0.00 | |
| Being more organized | −0.02 | −0.01 | −0.04 | |
| Managing my time better | 0.03 | 0.01 | −0.03 | |
| Improving study skills | 0.06 | 0.09 | −0.05 | |
| Reducing test anxiety | 0.17 | 0.11 | 0.02 | |
| Improving test-taking skills | 0.05 | 0.02 | 0.00 | |
| Understanding test scores … | 0.01 | −0.20 | 0.04 | |
| Understanding … best career options | −0.04 | −0.18 | 0.05 | |
| Planning options after high school | −0.07 | −0.17 | 0.03 | |
| Understanding my learning style … | −0.01 | −0.16 | 0.01 | |
| Understanding grad … requirements | −0.07 | −0.11 | 0.05 | |
| Counselor is available when needed … | 0.00 | 0.05 | 0.05 | |
| Comfort … counselor … school concerns | 0.03 | 0.12 | 0.07 | |
| Comfort … counselor personal concerns | −0.05 | 0.18 | 0.03 | |
| My classes keep me interested … | −0.12 | −0.13 | −0.17 | |
| My teachers are willing to help me … | 0.05 | −0.13 | −0.05 | |
| School is involved in my education plan. | 0.11 | −0.09 | 0.07 | |
| Eigenvalues | 11.68 | 2.06 | 1.44 | 3.17 |
| % of variance | 34.37 | 6.05 | 4.22 | 9.32 |
Note. Ellipses were used in the above table to indicate abbreviated item language. Bold text indicates which items were included on the factor.
Logistic Regression Predicting School Enjoyment
| SE | Wald | Odds ratio | |||
|---|---|---|---|---|---|
| Age | −.13 | .06 | 4.48 | .03 | 0.88 |
| Gender | −.31 | .14 | 5.05 | .02 | 0.74 |
| Ethnicity | .16 | .16 | 0.97 | .32 | 1.18 |
| Mental Health Needs | −.23 | .10 | 5.47 | .02 | 0.79 |
| Social Skills Needs | .19 | .11 | 3.30 | .07 | 1.21 |
| Academic/Career Needs | −.10 | .09 | 1.20 | .27 | 0.90 |
| Perceived School Support | .92 | .09 | 114.67 | .00 | 2.51 |
Note. The dependent variable in this analysis is School Enjoyment, coded so that 0 = does not enjoy school and 1 = enjoys school. The independent variable Gender was coded so that 0 = male and 1 = female. Ethnicity was coded so that 0 = Non-white race and 1 = White race.
Logistic Regression Predicting Academic Aspiration
| SE | Wald | Odds ratio | |||
|---|---|---|---|---|---|
| Age | .11 | .08 | 2.03 | .15 | 1.11 |
| Gender | −.98 | .18 | 29.62 | .00 | .38 |
| Ethnicity | .10 | .20 | 0.23 | .63 | 1.10 |
| Mental Health Needs | −.24 | .12 | 3.97 | .05 | .79 |
| Social Skills Needs | −.22 | .13 | 2.99 | .08 | .80 |
| Academic/Career Needs | .23 | .11 | 4.33 | .04 | 1.26 |
| Perceived School Support | .89 | .10 | 86.86 | .00 | 2.43 |
Note. The dependent variable in this analysis is academic aspiration, coded so that 0 = does not plan to continue education after high school and 1 = plans to continue education after high school. The independent variable gender was coded so that 0 = male and 1 = female. Ethnicity was coded so that 0 = non-White race and 1 = White race.