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Dina Fitria Murad; Meta Amalya Dewi; Arbaiah Inn; Silvia Ayunda Murad; Noor Udin; Taufik Darwis – Journal of Educators Online, 2025
This study aims to produce a more personalized recommendation system for online learning using multicriteria in collaborative filtering and data from the Binus Online Learning repository as a knowledge base. The study uses forecasting (regression) and consists of three stages: (1) collecting data on the results of the learning process; (2) adding…
Descriptors: Electronic Learning, Data Collection, Context Effect, Learning Processes
Nathanael J. Okpych; Mark E. Courtney – Institute for Research on Poverty, 2023
Nathanael Okpych and Mark Courtney review barriers to completing a college degree for young adults with foster care histories seeking post-secondary education. Their longitudinal approach evaluates students with foster care histories attending 2- and 4-year colleges and compares outcomes with low-income first-generation college students over a…
Descriptors: Foster Care, Access to Education, Higher Education, Early Experience

Barrow, John; And Others – Journal of College Student Development, 1989
Examined degree to which surveyed student needs were indicative of counseling groups and workshops that students used over four-year period. Needs assessment survey was only modestly indicative of group and workshop services student used. Results support contention that multiple sources of information should be used to assess student needs and…
Descriptors: College Students, Counseling Services, Higher Education, Needs Assessment
Graziano, Anthony F. – 1973
Aptitude for academic achievement is the major intended selection criteria for college enrollment in Illinois. The differentiated system of higher education attempts to match student ability, needs and aspirations to broadly defined institutional missions, and there is a broad spectrum of diversity within that system. Aspirations for achievement,…
Descriptors: Academic Achievement, Educational Opportunities, Equal Education, Grade Prediction

Bresciani, Marilee J.; Carson, Lewis – NASPA Journal, 2002
Examines how undergraduate persistence is related to unmet financial need and amount of gift aid. For students who received varying amounts of gift aid, persistence is studied as it relates to the percent of the total aid package. Results indicate that level of unmet need is more predictable of a student's ability to persist than is percentage of…
Descriptors: Higher Education, Need Analysis (Student Financial Aid), Predictor Variables, School Holding Power
Ryan, Ann Grasso; Heikkila, M. Kathleen – Academic Therapy, 1988
This paper offers a critical examination of common misconceptions concerning college students with learning disabilities (LD), including, among others: LD college students are older versions of high school LD students, college entrance data can accurately predict LD student success, and LD students disclose their handicaps to institutions of…
Descriptors: Academic Achievement, College Students, Educational Principles, Handicap Identification
Horch, Dwight H. – Journal of Student Financial Aid, 1976
Determination of the amount parents are expected to contribute toward the cost of postsecondary education involves several financial and nonfinancial variables of the family that influence ability to pay. Data from 45,199 records suggest that stepwise regression analysis is not effective in simplifying need analysis procedures. (LBH)
Descriptors: Family Financial Resources, Higher Education, Needs Assessment, Parent Responsibility
Raymond, Richard D. – Journal of Student Financial Aid, 1976
The probable impact of policies designed to relieve or remove the financial burden placed upon low income college students is examined. Basic causes of differences in participation rates by income class are discussed and empirical estimates based upon this discussion are presented with respect to various policy alternatives. (LBH)
Descriptors: Access to Education, Equal Education, Financial Support, Government Role

Boyer, Susan P.; Sedlacek, William E. – Journal of Counseling and Development, 1989
Administered Noncognitive Questionnaire to 230 international students prior to matriculation as college freshmen. Results identified noncognitive variables predictive of student use of counseling center services over four-year period. Counseling center use was significantly predicted by students' understanding and ability to deal with racism,…
Descriptors: Academic Achievement, Cognitive Style, College Programs, Counseling Services
Boyer, Susan P.; Sedlacek, William E. – 1987
While research has suggested numerous problems and adjustment difficulties faced by international students attending colleges and universities in the United States, cultural differences may be barriers for international students in their seeking and receiving help for such problems. This study was conducted to examine whether certain noncognitive…
Descriptors: Cognitive Style, College Students, Counseling Services, Foreign Students
Frankel, Alan D. – 1985
Ten predictors of academic performance and persistence for adult college students were studied with 100 college juniors and seniors at Mercy College. The 10 variables are: time spent at work/employment, ability to pay for education, time spent at study, place of study, ability to get to school, ability to get course of choice, ability to get a…
Descriptors: Academic Persistence, Adult Students, College Students, Higher Education

Lacefield, Warren E.; Mahan, James M. – Educational Research Quarterly, 1988
Problems and unmet needs of non-traditional students in graduate degree programs were studied through ratings by 10 older Hispanic graduate students well removed in time from previous schooling, 10 younger Anglo graduate students, and 10 graduate faculty members teaching in Curriculum and School Administration graduate programs. (SLD)
Descriptors: Graduate School Faculty, Graduate Students, Graduate Study, Higher Education

Tallman, Julie I. – International Library Review, 1991
Describes a study that examined the perceptions and attitudes of international students toward library and information science programs in the United States. Questionnaires from international doctoral students were used to answer questions about their academic concerns, relevance of programs to their own countries and needs, and faculty attitudes…
Descriptors: Cultural Awareness, Doctoral Programs, Foreign Students, Higher Education
Ross, Steven M.; And Others – 1979
Undergraduates in two experiments learned ten mathematical rules under different strategies of adapting instruction to individual needs. An adaptive model developed by Hansen was structured to use multiple predictors for two purposes: (1) to classify students into four independent learning style groups, thus allowing for group-based adaptation;…
Descriptors: Aptitude Treatment Interaction, Contingency Management, Difficulty Level, Higher Education
Siryk, Bohdan – 1981
Student attrition was studied in relation to the quality of the interaction between the student and the college environment, using a modified version of the Total Adjustment Scale, a self-report rating scale. Academic functioning, social functioning, and bonding to the college setting were assessed for 459 college freshmen at the University of…
Descriptors: Academic Achievement, Academic Persistence, College Environment, College Freshmen
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