This discussion of the kind of knowledge acquired by a novice learning BASIC programming and how this knowledge may be most efficiently acquired suggests that people who do programming acquire three basic skills that are not obvious either in instruction or in traditional performance: (1) the ability to analyze each statement into a type of…

A review of the research on techniques for increasing the novice's understanding of computers and computer programming, this paper considers the potential usefulness of five tentative recommendations pertinent to the design of computer literacy curricula: (1) provide the learner with a concrete model of the computer; (2) encourage the learner to…

BASIC programing was taught to 95 undergraduates from a manual emphasizing the language's syntax or from a manual that included additional material on the underlying semantics. Both approaches produced equivalent learning of syntactic features of BASIC; however, semantically trained students developed fewer misconceptions and performed better on…

Some 120 undergraduate students participated in experiments to learn how novice computer programers learn to interact with the computer. Two instructional booklets were used: A "rule" booklet consisted of definitions and examples of seven modified FORTRAN statements and appropriate grammar rules; the "model" booklet was…

Subjects taught by a model performed better on interpretation of programs and on problems requiring looping, while nonmodel subjects excelled on straightforward generation of programs. The model used was especially helpful for low ability subjects. Practice in interpretation helped nonmodel subjects most and practice in writing simple programs…

This review of ideas from cognitive and educational psychology that are related to the problem of how to teach non-programmers to use computers explores two techniques. The first one discussed is the effects of concrete models on people's understanding and learning of new technical information such as computer programming. Research results provide…

Eighty college students with no computer programing experience were the subjects of a study to determine the effects of the use of advanced organizers and subject control of instruction on performance. Students either received a logical or a scrambled sequence of instructional frames on computer programing, were either allowed to alter the order…

Computer-naive university students (N=124) were taught the BASIC programing language by solving and receiving feedback on program comprehension problems stated in BASIC or on corresponding problems stated in English followed by problems stated in BASIC. Results support a sequential method of instruction beginning with use of natural language…

The final report of this study describes the objectives and plan of attack used for determining how novice students learn to interact with a computer and how instruction can result in meaningful learning. Changes to the original plans and significant outcomes are mentioned. The final report concludes with abstracts of research findings on the…