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Definitions

Including below:
• The Research Continuum (with pyramid image)
• 
Scientifically Based Research
• 
Definitions for Use with Review of Research

 The Research Continuum

The Content Network Teams reviewed the research articles based on a continuum that measured the research according to specific criteria. The pyramid image and the comments that follow identify these criteria.

LEVEL 5—Gold Standard

For the purposes of the Content Network reviews, the No Child Left Behind criteria for quality research represents the "gold standard" or best quality research. These criteria correspond to the top of the pyramid. Research designs most likely to produce "Level 5" results are research designs that randomly assign subjects to treatment and control groups. They also provide control for most threats to internal validity and yield findings that generate the greatest confidence in student effect.

LEVEL 4—Strong Evidence

Research designs most likely to produce "Level 4" results do not randomly assign subjects to treatment and control groups, however other design elements control many of the threats to internal validity.

LEVEL 3—Promising Studies

Research can be classified as "promising" under certain conditions. First, if a research design is weak but findings have been consistent across multiple replications, the treatment under study can be said to have promise. Second, if single strategies that have been studied under true experimental conditions are combined with multiple strategies, practices, and routines and the composite then studied with a weaker design with positive results, the findings can be classified as promising.

LEVEL 2—Marginal

One-time case studies clearly fit into the marginal category. Many of the classroom experiments conducted by individual teachers in their classrooms and reported in popular, but non-peer reviewed, journals fit this classification. This is not to suggest that such reports are worthless, but rather that they fail to control for any of the competing hypotheses that might account for changes in the dependent variable.

LEVEL 1—No Empirical Evidence

Two types of reports of successful innovations are common in the educational literature on curriculum and instruction, neither of which provides credible evidence that an innovation would consistently result in benefits to students.

The first is "advocacy" writing—articles that passionately espouse specific curriculum content or an approach to teaching. These articles often provide extensive rationales for why teachers and schools should adopt specific practices but provide no data to document the effects on students with whom these practices have been employed. In some cases, claims of significant growth are made for specific practices, again with no documentation.

A second type of report frequently encountered in educational publications are those that claim significant gains in student achievement for schools of districts or states. At first glance, these reports appear to provide empirical evidence because they present test scores that show rising scores on a test over a period of years. Further reading of the report, however, reveals that the treatment was a high-stakes test or a system of rewards and sanctions for high and low performing schools. We are left with no idea of what may have occurred differently in classrooms with students that might account for changes in student achievement.

Finally, testimonials and anecdotes frequently provided by publishers of educational materials to attest to the efficacy of their products do not meet the criteria for evidence that is commonly expected in scientifically based research.

 Scientifically Based Research

The term ‘scientifically based research' —

(A) means research that involves the application of rigorous, systematic, and objective procedures to obtain reliable and valid knowledge relevant to education activities and programs; and

(B) includes research that —

(i) employs systematic, empirical methods that draw on observation or experiment;(ii) involves rigorous data analyses that are adequate to test the stated hypotheses and justify the general conclusions drawn;

(iii) relies on measurements or observational methods that provide reliable and valid data across evaluators and observers, across multiple measurements and observations, and across studies by the same or different investigators;

(iv) is evaluated using experimental or quasi-experimental designs in which individuals, entities, programs, or activities are assigned to different conditions and with appropriate controls to evaluate the effects of the condition of interest, with a preference for random-assignment experiments, or other designs to the extent that those designs contain within-condition or across-condition controls;

(v) ensures that experimental studies are presented in sufficient detail and clarity to allow for replication or, at a minimum, offer the opportunity to build systematically on their findings; and

(vi) has been accepted by a peer-reviewed journal or approved by a panel of independent experts through a comparably rigorous, objective, and scientific review. No Child Left Behind Act: Title IX — General Provisions: Part A —Definitions Sec. 9101.

 Definitions for Use with Review of Research

Program – a compilation of strategies, practices and routines which are implemented as a whole. Exact proportions of various strategies, practices and routines are often specified in an "ideal" implementation of the program.

Examples of Programs:

Success for All, an elementary reading program, specifies strategies for teaching phonics and for one-on-one tutoring, and practices such as grouping for instruction. In addition, staff development content and process, assessment procedures, and the monitoring of implementation are spelled out in detail.

Cognitive Tutors for Algebra and Geometry, secondary math programs, specify cooperative strategies for use in teacher-directed classroom instruction, specialized software programs for individualized instruction of students, assessment instruments, proportions of time students are to be in teacher directed instruction and computer-assisted instruction and staff development for teachers.

Strategy or Model – approaches to instruction designed around a theoretical base of how students learn. A strategy or model of instruction combines a series of skills and practices in a specific sequence.

Examples of Strategies/Models:

The Inductive Thinking model is based on a theory of human information processing, namely that the examination of data, the classification of data based on observed similarities and the forming of generalizations based on multiple observations is a natural human activity and the foundation of all higher order thinking operations. The model has been applied to the design of curriculums in math and science and to instructional objectives in reading, science, social studies and math. Typically, the sequence of events in an inductive thinking model includes: 1) The teacher presents a data set; 2) students study items in a data set, identifying critical attributes of items; 3) students classify items in data set by common attributes; 4) students name categories; 5) students examine relationships between and among categories; 6) students form generalizations and apply to problem-solving situations.

The Link-Word Mnemonic Strategy is based on theories of information storage and retrieval developed by cognitive psychologists. Major applications of this theory in schools is reported in the research by Pressley and Levin. The sequence of teaching skills in this strategy include:

Practices/Routines/Skills: Practices, routines, and skills are discrete behaviors and procedures employed by teachers during the course of planning, organizing for, and conducting instruction.

Examples of Practices include: Grouping of students by ability for instruction, grouping students for cooperative learning tasks, and the assignment and checking of homework.

Examples of Routines include: Rules for student behavior and consequences for violations of classroom rules, order of instructional activities during a period or school day, make-up of missed work when students are absent, etc.

Examples of skills include: For teachers, the ability to ask questions of varying cognitive complexity, the ability to appropriately reinforce students for desired behavior; for students, the ability to locate a specific word in the dictionary or textbook glossary, the ability to identify structural components of words (e.g., prefixes, suffixes).

 

Path: State of Iowa > Educate > Teacher Quality > Professional Development > Content Network > Definitions

Updated November 5, 2004 (Gere)