Grade-12 students' misconceptions relating to fundamental characteristics of atoms and molecules

An understanding of the concepts of atom and molecule is fundamental to the learning of chemistry. Any misconceptions and alternative conceptions that students harbor about these concepts will impede further learning. This article identifies misconceptions related to the fundamental characteristics of atoms and molecules which Grade-12 students hold. Data were obtained by administration of semistructured interviews to a stratified, random sample of 30 students of differing abilities and backgrounds in science. Fifty-two misconceptions were observed and are reported. These are grouped into 11 categories. Six relate to the structure, composition, size, shape, weight, bonding, and energy of molecules; five relate to the structure, shape, size, weight, and animistic perceptions of atoms. Some of the misconceptions identified parallel the historical development of scientific concepts.     

基于多元统计分析的大学生体质健康综合评价

针对大学生体质健康的研究,根据某高校大学生体能测试结果,使用系统聚类、单因素方差分析和判别分析等方法,建立BMI分级、聚类分析、方差分析和体质健康综合评价分级等模型,使用Madab、Eviews、SPSS等软件编程,分别分析体重、生源地对体质健康问题的影响程度,验证测试数据的准确性并剔除部分误差数据,最后得到大学生体质健康的评价标准,利用此标准评价该校大学生部分同学的体制健康状况.     

Students’ misconceptions of statistical inference: A review of the empirical evidence from research on statistics education

A solid understanding of inferential statistics is of major importance for designing and interpreting empirical results in any scientific discipline. However, students are prone to many misconceptions regarding this topic. This article structurally summarizes and describes these misconceptions by presenting a systematic review of publications that provide empirical evidence of them. This group of publications was found to be dispersed over a wide range of specialized journals and proceedings, and the methodology used in the empirical studies was very diverse. Three research needs rise from this review: (1) further empirical studies that identify the sources and possible solutions for misconceptions in order to complement the abundant theoretical and statistical discussion about them; (2) new insights into effective research designs and methodologies to perform this type of research; and (3) structured and systematic summaries of findings like the one presented here, concerning misconceptions in other areas of statistics, that might be of interest both for educational researchers and teachers of statistics.     

High school students' understanding of food webs: Identification of a learning hierarchy and related misconceptions

Developing an understanding of the nature of food webs is an important topic in today's biology curricula. The relationships represented in a food web are rule-like in nature. Hence, it should be possible to construct a learning hierarchy for this concept. A hierarchy leading to the ability to determine how a change in the size of one population can affect another population in the same web but not on the same chain was hypothesized. Data from 200 subjects were extremely consistent with the hierarchy. A second major focus related to the identification of specific misconceptions held by subjects for food webs. The need to identify students' misconceptions of important concepts has been expressed widely in the recent science education literature. In the present article, an argument is presented for the usefulness of learning hierarchies in this work. Specific misconceptions and the frequencies of their occurrence are reported.     

Effects of conceptual assignments and conceptual change discussions on students' misconceptions and achievement regarding force and motion

The purpose of this study was to investigate the effects of conceptual assignments and conceptual change discussions on students' achievement and misconceptions about force and motion. The study was conducted with 6 physics teachers and their 18 classes, consisting of 396 high school physics students. The teachers administered the Force Misconception and Force Achievement Tests to their physics classes as a pretest. The results obtained were used to match the 18 classes statistically. Students assigned to the conceptual assignment protocol completed five conceptual assignments about force and motion. Students assigned to the discussion method participated in conceptual change discussions. At the end of the 8‐week treatment period, the same tests were administered to all students as a posttest. The data were analyzed by using multivariate analysis of covariance, followed by protected univariate F test and step‐down analysis. The statistical results showed that the conceptual change discussion was an effective means of reducing the number of misconceptions students held about force and motion. The conceptual change discussion was also found significantly effective in improving students' achievement in force and motion. © 2002 Wiley Periodicals, Inc. J Res Sci Teach 39: 1001–1015, 2002     

Using context variety and students' discussions in recognizing statistical situations

We present a proposal for helping students to cope with statistical word problems related to the classification of different cases of confidence intervals. The proposal promotes an environment where students can explicitly discuss the reasons underlying their classification of cases.     

Factors mediating the effect of gender on ninth‐grade Turkish students' misconceptions concerning electric circuits

This study was designed to identify and analyze possible factors that mediate the effect of gender on ninth‐grade Turkish students' misconceptions concerning electric circuits. A Simple Electric Circuit Concept Test (SECCT), including items with both practical and theoretical contexts, and an Interest‐Experience Questionnaire about Electricity (IEQ) were administered to 1,678 ninth‐grade students (764 male, 914 female) after the completion of a unit on electricity to assess students' misconceptions and interests‐experiences about electricity. Results of the concept test indicated that general performances of the students were relatively low and that many students had misconceptions in interpreting electric circuits. When the data were analyzed using MANOVA and follow‐up ANOVAs, a gender difference for males was observed on the dependent variable of total scores on the 10 practical items; however, there was no significant gender difference on the dependent variable of total scores on the six theoretical items. Moreover, when the same data were analyzed using MANCOVA and follow‐up ANCOVAs, controlling students' age and interest‐experience related to electricity, the observed gender difference was mediated on the total scores on the practical items. © 2004 Wiley Periodicals, Inc. J Res Sci Teach 41: 603–616, 2004     

A causal model of students' achievement in a college physics course

To explain students' achievement in the mechanics segment of a college physics course, a causal model is proposed whose variables are the three constructs: Newtonian physics, math ability, and science experience. Each variable specifies several variates, whose numerical values were measured and intercorrelations computed. The Factorial Modeling (FaM) procedure is applied to the data to estimate the coefficients of the proposed model's structural equations. The FaM results indicate that the model is plausible and that its first two variables account for approximately 34% of the variance in the criterion variate, students' mechanics achievement. The implications of the findings for physics instruction are discussed.     

Using integrated STEM as a stimulus to develop elementary students' statistical literacy

This paper presents insights from classroom practice where mathematical thinking, and in particular statistical literacy, are central to solving a STEM problem. We demonstrate that when an investigation sparks student interest and requires active participation, there are opportunities to experience the functionality of statistics.     

A longitudinal study of junior high school students' conceptions of the structure of materials

This longitudinal study investigated the progression in junior high school (JHS) students' conceptions of the structure of matter while studying a new instructional approach dealing with “Materials.” In particular, we studied the progression of students' learning along two dimensions: (a) the conceptual model; and (b) the context of application. Students were asked to draw the structure of several materials and to write their explanations about the structure of these materials in questionnaires administered five times during a 3‐year period. Results indicate students' progression in their microscopic conceptualization of materials. Toward the end of the instruction about 85% of the students used a microscopic model in their representations, and 36% were able to give a molecular model. About 83% of the students retained a microscopic model. Different profiles of JHS students' progression in the conception of the structure of matter were identified. The study suggests that a long‐term development of the particulate model requires: (a) constructing a solid foundation of knowledge about microscopic structure of materials; and (b) a spiral instruction. © 2007 Wiley Periodicals, Inc. J Res Sci Teach 45: 132–152, 2008     

Overcoming misconceptions via analogical reasoning: abstract transfer versus explanatory model construction

In most work investigating factors influencing the success of analogies in instruction, an underlying assumption is that students have little or no knowledge of the target situation (the situation to be explained by analogy). It is interesting to ask what influences the success of analogies when students believe they understand the target situation. If this understanding is not normative, instruction must aim at conceptual change rather than simply conceptual growth. Through the analysis of four case studies of tutoring interviews (two of which achieved some noticeable conceptual change and two of which did not) we propose a preliminary list of factors important for success in overcoming misconceptions via analogical reasoning. First, there must be a usable anchoring conception. Second, the analogical connection between an anchoring example and the target situation may need to be developed explicitly through processes such as the use of intermediate, bridging analogies. Third, it may be necessary to engage the student in a process of analogical reasoning in an interactive teaching environment, rather than simply presenting the analogy in tetext or lecture. Finally, the result of this process may need to be more than analogical transfer of abstract relational structure. The analogies may need to be used to enrich the target situation, leading to the student's construction of a new explanatory model.     

The use of examinations for revealing and distinguishing between students' misconceptions,misunderstandings and “no conceptions” in college chemistry

Students at all ages hold a wide variety of scientifically faulty knowledge structures called “misconceptions”. As far as misconceptions in chemistry are concerned, college science students are no exception. Systematic administration to freshman biology majors of specially-designed mid-term and term higher-order cognitive skills (HOCS)-oriented examinations within the courses “General and Inorganic Chemistry” and “Introduction to Modern Organic Chemistry” proved these examinations to be very effective in revealing and distinguishing between students'misconceptions, misunderstandings, and“no conceptions”. Several of these have never been mentioned before in the relevant research literature. Accordingly, reflective teaching strategies to overcome this “misconceptions problem” and affect meaningfully subsequent learning have been explored and implemented within our longitudinal effort to develop students' HOCS. The study results combined with accumulated experience indicate that properly designed HOCS-oriented examinations may be very effective for revealing, but notper se for overcoming, students' misconceptions. However, within HOCS-oriented chemistry teaching, the assessment of students by such examinations is very useful particularly for providing data for remediation purposes via appropriate modification of the teaching strategies. Eventually, this leads to gains in students' HOCS which is in line with the overall goal of the current reform in science education.     

An organizational behavior model of students' evaluation of instruction

The present study develops and tests an organizational behavior model of students' evaluation of instruction outlining the causal relationships among levels of instruction, feedback, goal-setting, student's accomplishment, and student's instructional evaluation.The major findings of this study are: (a) The organizational behavior model is one of the strongest predictors of student's overall instructional evaluation. (b) Student's accomplishment, while controlling for the effects of other independent variables, does not contribute to predicting overall evaluation of instruction. (c) Feedback and goal-setting are the most powerful predictors of overall evaluation of instruction. (d) The means, standard deviations and reliability coefficients of the various variables and the interrelationships among the various variables are similar at two points of time (mid-semester and end-semester). The implications of these findings are discussed and elaborated.     

A goal-mediational model of personal and environmental influences on tertiary students' learning strategy use

Conclusion The significance of this study is reflected in the interdependence of the variables involved as shown by the emergence of total and indirect effects. Elsewhere, the importance of obtaining ecological maps of classroms to provide a macro level understanding of what is happening has been stressed (Clarke and Dart, 1991b). This study has illustrated how the LISREL procedure provides the facility to obtain an insight into the complex of inter-relationships that exist in ecological maps.The study provides reasonable support for the revised structural model. It also indicates ways in which lecturers may intervene in the classroom to increase the likelihood that students will use learning strategies associated with a deep approach to learning.