Science achievement in social contexts: Analysis from National Assessment of Educational Progress

Substantial gaps in achievement of groups of individuals of varying social status are well documented, but there are no conclusive explanations for them. The author integrated psychological and educational perspectives to scrutinize the effects of 4 protective factors believed to promote academic resilience of students at risk because of low socio-economic status, minority status, or gender. The analysis was based on data collected from national samples of students in Grades 4, 8, and 12 as part of the National Assessment of Educational Progress 1996 science main assessment. The hierarchical linear models used in this study provided reliable estimates of the sources of achievement gaps and the conditions that contributed to resilience of individuals with high statistical probabilities of academic risk.

[1]  R. Haggerty Stress, risk, and resilience in children and adolescents: Processes, mechanisms, and interventions. , 1994 .

[2]  N. Garmezy Resiliency and Vulnerability to Adverse Developmental Outcomes Associated With Poverty , 1991 .

[3]  D. Bush,et al.  Gender and coping with the entry into early adolescence. , 1987 .

[4]  H. Goldstein,et al.  Multilevel Models in Educational and Social Research. , 1989 .

[5]  Olagunju Odubunmi,et al.  The Effect of Laboratory and Lecture Teaching Methods on Cognitive Achievement in Integrated Science. , 1991 .

[6]  Ömer Geban,et al.  Effect of instruction supplied with the investigative‐oriented laboratory approach on achievement in a science course , 1996 .

[7]  Valerie E. Lee The Influence of School Climate on Gender Differences in the Achievement and Engagement of Young Adolescents. , 1996 .

[8]  Benjamin B. Lahey,et al.  Advances in Clinical Child Psychology , 1980, Advances in Clinical Child Psychology.

[9]  J. Beinashowitz,et al.  Risk and resilience in young adolescents , 1992, Journal of youth and adolescence.

[10]  Timothy P. Madigan,et al.  Science Proficiency and Course Taking in High School: The Relationship of Science Course-Taking Patterns to Increases in Science Proficiency between 8th and 12th Grades. , 1997 .

[11]  A. Padilla,et al.  The Academic Resilience of Mexican American High School Students , 1997 .

[12]  J. Ogbu Minority Education And Caste , 1978 .

[13]  Robert Frank Mager,et al.  Developing attitude toward learning , 1984 .

[14]  N. Garmezy Stressors of childhood. , 1983 .

[15]  R. Darrell Bock,et al.  Multilevel analysis of educational data , 1989 .

[16]  Alexander M. Mood,et al.  Equality of Educational Opportunity. , 1967 .

[17]  Auke Tellegen,et al.  The study of stress and competence in children: a building block for developmental psychopathology , 1984 .

[18]  M. Rutter Psychosocial resilience and protective mechanisms. , 1987, The American journal of orthopsychiatry.

[19]  Anthony S. Bryk,et al.  Hierarchical Linear Models: Applications and Data Analysis Methods , 1992 .

[20]  A. Tellegen,et al.  Competence and stress in school children: the moderating effects of individual and family qualities. , 1988, Journal of child psychology and psychiatry, and allied disciplines.

[21]  Teresa Arámbula Greenfield,et al.  Gender, ethnicity, science achievement, and attitudes , 1996 .

[22]  J. Catterall Risk and Resilience in Student Transitions to High School , 1998, American Journal of Education.

[23]  D. Rubin Multiple imputation for nonresponse in surveys , 1989 .

[24]  Rani George,et al.  A structural model of parent and teacher influences on science attitudes of eighth graders: Evidence from NELS: 88 , 1998 .

[25]  E. Werner,et al.  Vulnerable but Invincible: A Longitudinal Study of Resilient Children and Youth , 1989 .

[26]  I. V. Welzenis The self-concept of societally vulnerable and delinquent boys within the context of school and leisure activities. , 1997, Journal of adolescence.

[27]  S. Luthar Vulnerability and resilience: a study of high-risk adolescents. , 1991, Child Development.

[28]  O. R. Anderson,et al.  A Neurocognitive Perspective on Current Learning Theory and Science Instructional Strategies. , 1997 .

[29]  R. Mickelson THE ATTITUDE-ACHIEVEMENT PARADOX AMONG BLACK ADOLESCENTS , 1990 .

[30]  L. Biener,et al.  Gender and Stress , 1987 .

[31]  P. Lachenbruch Statistical Power Analysis for the Behavioral Sciences (2nd ed.) , 1989 .

[32]  C. Secker,et al.  Effects of Inquiry-Based Teacher Practices on Science Excellence and Equity , 2002 .

[33]  T. Sherman,et al.  Hard growing: Children who survive. , 1990 .

[34]  Robert W. Lissitz,et al.  Estimating the Impact of Instructional Practices on Student Achievement in Science , 1999 .

[35]  Beatriz Chu Clewell,et al.  Breaking the barriers : helping female and minority students succeed in mathematics and science , 1992 .

[36]  Jan de Leeuw,et al.  Introducing Multilevel Modeling , 1998 .

[37]  Senta A. Raizen,et al.  Indicators of Precollege Education in Science and Mathematics, A Preliminary Review. , 1987 .

[38]  L. Poundie Burstein The Analysis of Multilevel Data in Educational Research and Evaluation , 1980 .

[39]  Donald E. Riechard National Science-Education Standards: Around the Reform Bush...Again?. , 1994 .

[40]  S. Jackson,et al.  Reflections on risk and resilience in adolescence. , 1997, Journal of adolescence.

[41]  Carl F. Rak,et al.  Promoting Resilience in At‐Risk Children , 1996 .

[42]  L. Poundie Burstein Chapter 4: The Analysis of Multilevel Data in Educational Research and Evaluation , 1980 .

[43]  E. Werner,et al.  Overcoming the Odds: High Risk Children from Birth to Adulthood. , 1992 .

[44]  S. Sue,et al.  Asian-American educational achievements. A phenomenon in search of an explanation. , 1990, The American psychologist.

[45]  Michael P. Freedman Relationship among Laboratory Instruction, Attitude toward Science, and Achievement in Science Knowledge. , 1997 .

[46]  J. Richters,et al.  Beyond diathesis: toward an understanding of high-risk environments , 1990 .

[47]  M. Rutter,et al.  Resilience in the Face of Adversity , 1985, British Journal of Psychiatry.

[48]  M. Israelashvili School adjustment, school membership and adolescents' future expectations. , 1997, Journal of adolescence.

[49]  R. Brooks,et al.  Children at risk: fostering resilience and hope. , 1994, The American journal of orthopsychiatry.

[50]  Eugene G. Johnson,et al.  Scaling Procedures in NAEP , 1992 .

[51]  P. Wyman,et al.  The role of children's future expectations in self-system functioning and adjustment to life stress: A prospective study of urban at-risk children , 1993, Development and Psychopathology.

[52]  Leigh Burstein,et al.  Analyzing Multilevel Data in the Presence of Heterogeneous Within-Class Regressions , 1978 .

[53]  A. Masten,et al.  Risk, Vulnerability, and Protective Factors in Developmental Psychopathology , 1985 .

[54]  N. Garmezy Stress-resistant children: The search for protective factors , 1985 .

[55]  Herbert P. Ginsburg,et al.  Early Academic Socialization of Successful Asian-American College Students. , 1986 .

[56]  J. Ogbu,et al.  Understanding Cultural Diversity and Learning , 1992 .

[57]  J. Shea National Science Education Standards , 1995 .

[58]  Alberto J. Rodriguez The dangerous discourse of invisibility: A critique of the National Research Council's national science education standards , 1997 .

[59]  Patricia M. Stohr-Hunt An analysis of frequency of hands‐on experience and science achievement , 1996 .

[60]  Richard J. Shavelson,et al.  Indicators for Monitoring Mathematics and Science Education , 1989 .

[61]  S. Luthar,et al.  Vulnerability and competence: a review of research on resilience in childhood. , 1991, The American journal of orthopsychiatry.

[62]  H. Freiberg A School that Fosters Resilience in Inner-City Youth , 1993 .

[63]  J. Coleman,et al.  Public and Private High Schools: The Impact of Communities , 1987 .

[64]  J. Ogbu Minority coping responses and school experience. , 1991 .

[65]  A. Reynolds Resilience among black urban youth. Prevalence, intervention effects, and mechanisms of influence. , 1998, The American journal of orthopsychiatry.

[66]  B. Norwich,et al.  ATTITUDES, SUBJECTIVE NORM, PERCEIVED PREVENTIVE FACTORS, INTENTIONS AND LEARNING SCIENCE: TESTING A MODIFIED THEORY OF REASONED ACTION , 1990 .

[67]  Ann S. Masten,et al.  Stress, competence, and resilience: Common frontiers for therapist and psychopathologist , 1986 .

[68]  S. Peng,et al.  Explanation of Academic Achievement of Asian American Students. , 1994 .

[69]  Robert Donmoyer Rhetoric and Reality of Systemic Reform: A Critique of the Proposed National Science Education Standards. , 1995 .

[70]  J. Eckenrode,et al.  Context and process in research on risk and resilience. , 1996 .

[71]  D. C. Howell,et al.  Risk factors for emotional/behavioral problems in young adolescents: a prospective analysis of adolescent and parental stress and symptoms. , 1989, Journal of consulting and clinical psychology.

[72]  E. Werner,et al.  High-risk children in young adulthood: a longitudinal study from birth to 32 years. , 1989, The American journal of orthopsychiatry.

[73]  George E. Glasson,et al.  The effects of hands-on and teacher demonstration laboratory methods on science achievement in relation to reasoning ability and prior knowledge , 1989 .

[74]  C. Floyd Achieving despite the Odds: A Study of Resilience among a Group of African American High School Seniors , 1996 .

[75]  David T. Burkam,et al.  Gender and Science Learning Early in High School: Subject Matter and Laboratory Experiences , 1997 .

[76]  Anthony S. Bryk,et al.  Application of Hierarchical Linear Models to Assessing Change , 1987 .

[77]  M. Rutter Protective factors in children's responses to stress and disadvantage. , 1979, Annals of the Academy of Medicine, Singapore.

[78]  F. Lösel,et al.  Protective and risk effects of peer relations and social support on antisocial behaviour in adolescents from multi-problem milieus. , 1997, Journal of adolescence.

[79]  J. Clausen,et al.  Adolescent Competence and the Shaping of the Life Course , 1991, American Journal of Sociology.

[80]  S. Carey Conceptual Change in Childhood , 1985 .

[81]  Cheryl L. Mason,et al.  Student attitudes toward science and sciencerelated careers: A program designed to promote a stimulating gender-free learning environment , 1989 .