Learning Strategies Curriculum: Word Mapping Strategy
Study: Harris, Schumaker, & Deshler (2011)

Summary

This program was designed to help older students learn how to predict and learn the meaning of unknown words. Some students need this instruction because they have not learned the meaning of a large number of words, they do not know how to identify word parts that have meaning, they do to know the meaning of word parts, and they do not know how to use the meaning of word parts to help them predict the meaning of words. The Word Mapping Strategy enables students to identify word parts (prefixes, suffixes, and roots), organize these parts and their meanings in a visual device, and use the meaning of word parts to predict the meaning of the whole word. These skills are critical when students are reading a text in school because they cannot take the time to look up the meaning of every word. The skills are also critical when students take standardized reading comprehension tests were they are required to identify the meaning of words among several choices and where they are required to read passages and answer questions about them. Thus, this program provides teachers with a functional and efficient way to teach these required skills and to prepare students for the reading tasks they encounter in school and on tests. The program works best with students who have learned basic decoding skills such that they are reading at the fourth-grade level or above and when the word-mapping skills are emphasized daily such that students become immersed in the process of analyzing words on a regular basis. The program can be implemented with individual students, small groups of students, and whole classes. The study which is described in this application was conducted with inclusive general education classes to determine whether students with disabilities enrolled in those classes would benefit from the class-wide instruction.

Target Grades:
5, 6, 7, 8, 9, 10, 11, 12
Target Populations:
  • Students with learning disabilities
  • Students with emotional or behavioral disabilities
  • English language learners
  • Any student at risk for academic failure
  • Any student at risk for emotional and/or behavioral difficulties
  • Other: Any student needing help with word-level skills and particularly with vocabulary learning
Area(s) of Focus:
  • Vocabulary
  • Other: Analyzing the meaning of words
Where to Obtain:
Edge Enterprises, Inc. (publisher); Monica Harris, Jean Schumaker, & Donald Deshler (authors/developers)
Edge Enterprises, Inc., P.O. Box 1304, Lawrence, Kansas 66044
785-749-1473
www.edgeenterprisesinc.com
Initial Cost:
$16.00 per teacher
Replacement Cost:
$16.00 per teacher per N/A

The cost of $16.00 is for the 193-page instructor's manual. Each teacher will need an instructor's manual. The manual includes step-by-step instructions for introducing students to prefixes, suffixes, and roots and the Word Mapping Strategy. It also includes 24 practice lessons plus all the visual devices, quizzes, learning sheets, and handouts that are needed for teaching the strategy. Teachers are given permission to copy any of the materials provided for use in teaching students.

Staff Qualified to Administer Include:
  • Special Education Teacher
  • General Education Teacher
  • Reading Specialist
  • EL Specialist
Training Requirements:
Approximately three hours

The training involves lecture, discussion, cooperative-group practice activities, partner activities, scoring activities, and implementation planning. It can be presented as a workshop or as part of a college course.


The training manual and other materials (powerpoint presentation, agenda, practice activities, scoring activities, handouts) have been field tested by the International Network of Certified Professional Developers associated with the University of Kansas Center for Research on Learning. They have provided feedback, and the materials have been revised accordingly. These individuals provide instruction to teachers across the nation and internationally in workshops and college courses.

Access to Technical Support:
Yes, the Certified Professional Developers associated with the University of Kansas Center for Research on Learning and Edge Enterprises are available to provide initial training, coaching, and ongoing support with the Word Mapping Strategy program.
Recommended Administration Formats Include:
  • Individual students
  • Small group of students
Minimum Number of Minutes Per Session:
45
Minimum Number of Sessions Per Week:
5
Minimum Number of Weeks:
Detailed Implementation Manual or Instructions Available:
Yes
Is Technology Required?
No technology is required.

Program Information

Descriptive Information

Please provide a description of program, including intended use:

This program was designed to help older students learn how to predict and learn the meaning of unknown words. Some students need this instruction because they have not learned the meaning of a large number of words, they do not know how to identify word parts that have meaning, they do to know the meaning of word parts, and they do not know how to use the meaning of word parts to help them predict the meaning of words. The Word Mapping Strategy enables students to identify word parts (prefixes, suffixes, and roots), organize these parts and their meanings in a visual device, and use the meaning of word parts to predict the meaning of the whole word. These skills are critical when students are reading a text in school because they cannot take the time to look up the meaning of every word. The skills are also critical when students take standardized reading comprehension tests were they are required to identify the meaning of words among several choices and where they are required to read passages and answer questions about them. Thus, this program provides teachers with a functional and efficient way to teach these required skills and to prepare students for the reading tasks they encounter in school and on tests. The program works best with students who have learned basic decoding skills such that they are reading at the fourth-grade level or above and when the word-mapping skills are emphasized daily such that students become immersed in the process of analyzing words on a regular basis. The program can be implemented with individual students, small groups of students, and whole classes. The study which is described in this application was conducted with inclusive general education classes to determine whether students with disabilities enrolled in those classes would benefit from the class-wide instruction.

The program is intended for use in the following age(s) and/or grade(s).

not selected Age 0-3
not selected Age 3-5
not selected Kindergarten
not selected First grade
not selected Second grade
not selected Third grade
not selected Fourth grade
selected Fifth grade
selected Sixth grade
selected Seventh grade
selected Eighth grade
selected Ninth grade
selected Tenth grade
selected Eleventh grade
selected Twelth grade


The program is intended for use with the following groups.

not selected Students with disabilities only
selected Students with learning disabilities
not selected Students with intellectual disabilities
selected Students with emotional or behavioral disabilities
selected English language learners
selected Any student at risk for academic failure
selected Any student at risk for emotional and/or behavioral difficulties
selected Other
If other, please describe:
Any student needing help with word-level skills and particularly with vocabulary learning

ACADEMIC INTERVENTION: Please indicate the academic area of focus.

Early Literacy

not selected Print knowledge/awareness
not selected Alphabet knowledge
not selected Phonological awareness
not selected Phonological awarenessEarly writing
not selected Early decoding abilities
not selected Other

If other, please describe:

Language

not selected Expressive and receptive vocabulary
not selected Grammar
not selected Syntax
not selected Listening comprehension
not selected Other
If other, please describe:

Reading

not selected Phonological awareness
not selected Phonics/word study
not selected Comprehension
not selected Fluency
selected Vocabulary
not selected Spelling
selected Other
If other, please describe:
Analyzing the meaning of words

Mathematics

not selected Computation
not selected Concepts and/or word problems
not selected Whole number arithmetic
not selected Comprehensive: Includes computation/procedures, problem solving, and mathematical concepts
not selected Algebra
not selected Fractions, decimals (rational number)
not selected Geometry and measurement
not selected Other
If other, please describe:

Writing

not selected Handwriting
not selected Spelling
not selected Sentence construction
not selected Planning and revising
not selected Other
If other, please describe:

BEHAVIORAL INTERVENTION: Please indicate the behavior area of focus.

Externalizing Behavior

not selected Physical Aggression
not selected Verbal Threats
not selected Property Destruction
not selected Noncompliance
not selected High Levels of Disengagement
not selected Disruptive Behavior
not selected Social Behavior (e.g., Peer interactions, Adult interactions)
not selected Other
If other, please describe:

Internalizing Behavior

not selected Depression
not selected Anxiety
not selected Social Difficulties (e.g., withdrawal)
not selected School Phobia
not selected Other
If other, please describe:

Acquisition and cost information

Where to obtain:

Address
Edge Enterprises, Inc., P.O. Box 1304, Lawrence, Kansas 66044
Phone Number
785-749-1473
Website
www.edgeenterprisesinc.com

Initial cost for implementing program:

Cost
$16.00
Unit of cost
teacher

Replacement cost per unit for subsequent use:

Cost
$16.00
Unit of cost
teacher
Duration of license
N/A

Additional cost information:

Describe basic pricing plan and structure of the program. Also, provide information on what is included in the published program, as well as what is not included but required for implementation (e.g., computer and/or internet access)

The cost of $16.00 is for the 193-page instructor's manual. Each teacher will need an instructor's manual. The manual includes step-by-step instructions for introducing students to prefixes, suffixes, and roots and the Word Mapping Strategy. It also includes 24 practice lessons plus all the visual devices, quizzes, learning sheets, and handouts that are needed for teaching the strategy. Teachers are given permission to copy any of the materials provided for use in teaching students.

Program Specifications

Setting for which the program is designed.

selected Individual students
selected Small group of students
not selected BI ONLY: A classroom of students

If group-delivered, how many students compose a small group?

   4 to 6

Program administration time

Minimum number of minutes per session
45
Minimum number of sessions per week
5
Minimum number of weeks
selected N/A (implemented until effective)

If intervention program is intended to occur over less frequently than 60 minutes a week for approximately 8 weeks, justify the level of intensity:
The program has four introductory lessons where word parts and the Word Mapping Strategy are introduced to students. We recommend these lessons take place on consecutive days (four class periods). Thereafter, teachers can present a series of 18 practice lessons, one per week. They can also have students practice using the Word Mapping Strategy whenever the class encounters an unknown word.

Does the program include highly specified teacher manuals or step by step instructions for implementation?
Yes

BEHAVIORAL INTERVENTION: Is the program affiliated with a broad school- or class-wide management program?

If yes, please identify and describe the broader school- or class-wide management program:

Does the program require technology?
No

If yes, what technology is required to implement your program?
not selected Computer or tablet
not selected Internet connection
not selected Other technology (please specify)

If your program requires additional technology not listed above, please describe the required technology and the extent to which it is combined with teacher small-group instruction/intervention:

Training

How many people are needed to implement the program ?
1

Is training for the instructor or interventionist required?
Yes
If yes, is the necessary training free or at-cost?
At-cost

Describe the time required for instructor or interventionist training:
Approximately three hours

Describe the format and content of the instructor or interventionist training:
The training involves lecture, discussion, cooperative-group practice activities, partner activities, scoring activities, and implementation planning. It can be presented as a workshop or as part of a college course.

What types or professionals are qualified to administer your program?

selected Special Education Teacher
selected General Education Teacher
selected Reading Specialist
not selected Math Specialist
selected EL Specialist
not selected Interventionist
not selected Student Support Services Personnel (e.g., counselor, social worker, school psychologist, etc.)
not selected Applied Behavior Analysis (ABA) Therapist or Board Certified Behavior Analyst (BCBA)
not selected Paraprofessional
not selected Other

If other, please describe:

Does the program assume that the instructor or interventionist has expertise in a given area?
No   

If yes, please describe: 


Are training manuals and materials available?
Yes

Describe how the training manuals or materials were field-tested with the target population of instructors or interventionist and students:
The training manual and other materials (powerpoint presentation, agenda, practice activities, scoring activities, handouts) have been field tested by the International Network of Certified Professional Developers associated with the University of Kansas Center for Research on Learning. They have provided feedback, and the materials have been revised accordingly. These individuals provide instruction to teachers across the nation and internationally in workshops and college courses.

Do you provide fidelity of implementation guidance such as a checklist for implementation in your manual?
Yes

Can practitioners obtain ongoing professional and technical support?
Yes

If yes, please specify where/how practitioners can obtain support:

Yes, the Certified Professional Developers associated with the University of Kansas Center for Research on Learning and Edge Enterprises are available to provide initial training, coaching, and ongoing support with the Word Mapping Strategy program.

Summary of Evidence Base

Please identify, to the best of your knowledge, all the research studies that have been conducted to date supporting the efficacy of your program, including studies currently or previously submitted to NCII for review. Please provide citations only (in APA format); do not include any descriptive information on these studies. NCII staff will also conduct a search to confirm that the list you provide is accurate.

 

Harris, M. L., Schumaker, J. B., & Deshler, D. D. (2011). The effects of strategic morphological analysis instruction on the vocabulary performance of secondary students with and without disabilities. Learning Disability Quarterly34(1), 1-15. https://doi.org/10.1177/073194871103400102

 

Harris, M. L. (2007). The effects of strategic morphological analysis instruction on the vocabulary performance of secondary students with and without disabilities.  [Unpublished doctoral dissertation] University of Kansas. 

Study Information

Study Citations

1) Harris, M. L., Schumaker, J. B. & Deshler, D. D. (2011). The Effects of Strategic Morphological Analysis Instruction on the Vocabulary Performance of Secondary Students with and without Disabilities. Learning Disability Quarterly, 34(1) 1-15; 2) Harris, M. L. The effects of strategic morphological analysis instruction on the vocabulary performance of secondary students with and without disabilities. (Doctoral dissertation). University of Kansas, Lawrence, Kansas, United States.

Participants Full Bobble

Describe how students were selected to participate in the study:
Participants were 230 public school ninth graders regularly enrolled in nine inclusive English classes, including students with and without disabilities. Three of the classes were randomly selected to receive instruction in the Word Mapping Strategy. Three classes were randomly selected to receive instruction in the Vocabulary LINCS Strategy, and three of the classes were randomly selected as the normative comparison classes. All of the students' parents signed informed consent forms.

Describe how students were identified as being at risk for academic failure (AI) or as having emotional or behavioral difficulties (BI):
The students with disabilities had active IEPs. Their IEPs and test scores were reviewed to determine whether the students fit the criteria for having a disability. (Their standardized achievement and IQ data were collected from school records to facilitate this verification process after consent had been obtained from parents. )

ACADEMIC INTERVENTION: What percentage of participants were at risk, as measured by one or more of the following criteria:
  • below the 30th percentile on local or national norm, or
  • identified disability related to the focus of the intervention?
10.0%

BEHAVIORAL INTERVENTION: What percentage of participants were at risk, as measured by one or more of the following criteria:
  • emotional disability label,
  • placed in an alternative school/classroom,
  • non-responsive to Tiers 1 and 2, or
  • designation of severe problem behaviors on a validated scale or through observation?
%

Specify which condition is the submitted intervention:
The three classes that received instruction in the Word Mapping Strategy (the submitted intervention) was the experimental group (79 students).

Specify which condition is the control condition:
The three classes that received "business as usual" vocabulary instruction was the comparison condition (72 students).

If you have a third, competing condition, in addition to your control and intervention condition, identify what the competing condition is (data from this competing condition will not be used):
The three classes that received instruction in the Vocabulary LINCing Strategy took part in the third condition (79 students).

Using the tables that follow, provide data demonstrating comparability of the program group and control group in terms of demographics.

Grade Level

Demographic Program
Number
Control
Number
Effect Size: Cox Index
for Binary Differences
Age less than 1
Age 1
Age 2
Age 3
Age 4
Age 5
Kindergarten
Grade 1
Grade 2
Grade 3
Grade 4
Grade 5
Grade 6
Grade 7
Grade 8
Grade 9 100.0% 100.0% 0.00
Grade 10
Grade 11
Grade 12

Race–Ethnicity

Demographic Program
Number
Control
Number
Effect Size: Cox Index
for Binary Differences
African American 35.4% 40.3% 0.13
American Indian 3.8% 1.4% 0.86
Asian/Pacific Islander 1.3% 2.8% 0.68
Hispanic 16.5% 22.2% 0.24
White 40.5% 30.6% 0.26
Other 2.5% 2.8% 0.00

Socioeconomic Status

Demographic Program
Number
Control
Number
Effect Size: Cox Index
for Binary Differences
Subsidized Lunch
No Subsidized Lunch

Disability Status

Demographic Program
Number
Control
Number
Effect Size: Cox Index
for Binary Differences
Speech-Language Impairments 0.0% 0.0% 0.00
Learning Disabilities 7.6% 8.3% 0.00
Behavior Disorders 0.0% 0.0% 0.00
Emotional Disturbance 1.3% 1.4% 0.00
Intellectual Disabilities 1.3% 0.0% 1.40
Other 2.5% 1.4% 0.68
Not Identified With a Disability 87.3% 88.9% 0.12

ELL Status

Demographic Program
Number
Control
Number
Effect Size: Cox Index
for Binary Differences
English Language Learner
Not English Language Learner

Gender

Demographic Program
Number
Control
Number
Effect Size: Cox Index
for Binary Differences
Female 45.6% 43.1% 0.07
Male 54.4% 56.9% 0.07

Mean Effect Size

0.28

For any substantively (e.g., effect size ≥ 0.25 for pretest or demographic differences) or statistically significant (e.g., p < 0.05) pretest differences between groups in the descriptions below, please describe the extent to which these differences are related to the impact of the treatment. For example, if analyses were conducted to determine that outcomes from this study are due to the intervention and not demographic characteristics, please describe the results of those analyses here.

Analyses were conducted to determine whether there were differences between the three groups with regard to demographic variables and test scores. Pearson chi-square results showed that there were no significant differences between the groups with respect to gender or ethnicity. One way ANOVAs revealed no significant differences among the groups on the vocabulary achievement standard scores (whole groups) and full-scale IQ scores from the WISC-III (students with disabilities only). (See the statistical statements in the article on page 21.)

Design Half Bobble

What method was used to determine students' placement in treatment/control groups?
Random
Please describe the assignment method or the process for defining treatment/comparison groups.
Nine ninth-grade English classes were randomly assigned to either the Word Mapping instruction (the experimental group) or to the business as usual comparison group or to another type of vocabulary strategy instruction.

What was the unit of assignment?
Classes
If other, please specify:

Please describe the unit of assignment:
The classes were public school ninth-grade English classes in which students with and without disabilities were enrolled and expected fully to engage in the instruction.

What unit(s) were used for primary data analysis?
not selected Schools
not selected Teachers
selected Students
not selected Classes
not selected Other
If other, please specify:

Please describe the unit(s) used for primary data analysis:
Students' scores on vocabulary assessments were used in the data analyses.

Fidelity of Implementation Full Bobble

How was the program delivered?
not selected Individually
not selected Small Group
selected Classroom

If small group, answer the following:

Average group size
Minimum group size
Maximum group size

What was the duration of the intervention (If duration differed across participants, settings, or behaviors, describe for each.)?

Weeks
2.00
Sessions per week
5.00
Duration of sessions in minutes
45.00
What were the background, experience, training, and ongoing support of the instructors or interventionists?
The instructor of the Word Mapping Strategy ( and the Vocabulary LINCing Strategy) was a graduate student who was completing her Ph.D. She had 10 years of teaching experience at the secondary level. Her advisors provided her support.

Describe when and how fidelity of treatment information was obtained.
The fidelity of treatment information was obtained for the Word Mapping Strategy instruction with a checklist that listed the instructional practices associated with teaching the strategy. Each item on the checklist was a teacher behavior. An observer used the checklists during class sessions in which the strategy was taught. The sessions were also videotaped for reliability purposes.

What were the results on the fidelity-of-treatment implementation measure?
The primary scorer and the reliability observer for the fidelity data were blind to the purpose of the study and to the assignment of the classes to groups. Items on the fidelity checklists were compared item-by-item. The scorers agreed on 111 out of 120 opportunities to agree for 93% agreement. Results indicated that the instructor implemented an average of 96% of the required instructional behaviors across the Word Mapping Strategy lessons.

Was the fidelity measure also used in control classrooms?
No, the control classrooms were engaged in business-as-usual English classes. The vocabulary instruction on the Word Mapping checklist would not have pertained to those classes.

Measures and Results

Measures Targeted : Full Bobble
Measures Broader : Full Bobble
Targeted Measure Reverse Coded? Reliability Relevance Exposure
Broader Measure Reverse Coded? Reliability Relevance Exposure
Administrative Data Measure Reverse Coded? Relevance

Effect Size

Effect size represents the how much performance changed because of the intervention. The larger the effect size, the greater the impact participating in the intervention had.

According to guidelines from the What Works Clearinghouse, an effect size of 0.25 or greater is “substantively important.” Additionally, effect sizes that are statistically significant are more trustworthy than effect sizes of the same magnitude that are not statistically significant.

Effect Size Dial

The purpose of the effect size dial is to help users understand the strength of a tool relative to other tools on the Tools Chart.

  • The range represents where most effect sizes fall within reading or math based on effect sizes from tools on the Tools Chart.
  • The orange pointer shows the average effect size for this study.

Targeted Measures (Full Sample)

Measure Sample Type Effect Size
Average across all targeted measures Full Sample
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes.

Broader Measures (Full Sample)

2.48*
Average Reading Effect Size

Measure Sample Type Effect Size
Average across all broader measures Full Sample 2.48*
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes.

Administrative Measures (Full Sample)

Measure Sample Type Effect Size
Average across all admin measures Full Sample --
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes.

Targeted Measures (Subgroups)

Measure Sample Type Effect Size
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes.

Broader Measures (Subgroups)

Measure Sample Type Effect Size
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes.

Administrative Measures (Subgroups)

Measure Sample Type Effect Size
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes.
For any substantively (e.g., effect size ≥ 0.25 for pretest or demographic differences) or statistically significant (e.g., p < 0.05) pretest differences, please describe the extent to which these differences are related to the impact of the treatment. For example, if analyses were conducted to determine that outcomes from this study are due to the intervention and not pretest characteristics, please describe the results of those analyses here.
Pretest scores were compared across the three groups using ANOVAs. No statistically significant difference was found between the pretest scores for any of the three tests. To determine whether there were any differences across the three groups regarding their demographic data and standardized test data, chi-square tests and one-way ANOVAs were conducted. The Pearson's chi-square results showed that there were no significant difference between the groups with respect to gender or ethnicity. The ANOVAs revealed no significant differences among the groups on their vocabulary achievement standard scores on the SAT-10 and full-scale score from the WISC-III. (See the article for the statistical statements on p. 21.)
Please explain any missing data or instances of measures with incomplete pre- or post-test data.
N/A. There were no missing data.
If you have excluded a variable or data that are reported in the study being submitted, explain the rationale for exclusion:
The variable related to the instruction in the Vocabulary LINCing Strategy was not included. This variable was the percentage of points earned on the Vocabulary LINCing Strategy Test. That test was only administered to students assigned to the group that received instruction in the Vocabulary LINCing Strategy. Also, two satisfaction questionnaires were administered to the students in the two treatment groups to determine their satisfaction with the instruction. Since these were social validity measures, they were not included here..
Describe the analyses used to determine whether the intervention produced changes in student outcomes:
For the Word Mapping Strategy Test, which measured students' knowledge and use of the strategy, a repeated measures ANOVA with one between-subjects factor (SWDs versus non-SWDS) was used to examine changes from the pretest to the posttest. Then a separate paired sample t-test was performed to determine whether gains made by the subgroups were significant. For the Word Knowledge Test and the Morphological Analysis Test, separate repeated-measures ANOVAs were used with two between-subjects factors (condition and subgroup) to examine changes from pretest to posttest. To examine differences between the posttest scores of the three groups, a two-way ANCOVA with two between-subjects factors (condition x subgroup) was conducted for each measure with the pretest scores serving as the covariate. (See the article for descriptions of the follow-up tests that were run and levels of significance required on p. 27.) The results showed that the Word Mapping SWDs and NSWDs earned significantly higher scores on the posttest than on the pretest for the Word Mapping Test, representing a very large effect size (.925). On the Word Knowledge Test, the Word Mapping SWDS and NSWDs earned significantly higher scores than those in the respective comparison groups, again with large effect sizes. Additionally, both the SWD and NSWD subgroups made significant gains between the pretest and posttest on the Word Knowledge Test, again with large effect sizes represented. On the Morphological Analysis Test, the SWDS and NSWDS in the Word Mapping group earned significantly higher scores than SWDs and NSWDS in the Vocabulary LINCing group and in the comparison group. All of the effect sizes associated with these comparisons were large. Finally, the Word Mapping group earned significantly higher scores on the posttest than on the pretest of the Morphological Analysis Test. (See the details on these statistical tests and the statistical statements on pp. 28-29 of the article.)

Additional Research

Is the program reviewed by WWC or E-ESSA?
E-ESSA
Summary of WWC / E-ESSA Findings :

What Works Clearinghouse Review

This program was not reviewed by the What Works Clearinghouse.

 

Evidence for ESSA*

Program Outcomes: A total of six studies met standards. Five involved targeted forms of SIM and one involved CLC. Outcomes were remarkably consistent, with four of the six effect sizes falling in the range from +0.07 to +0.15, with an average of +0.10. Several of the outcomes were statistically significant, qualifying SIM for the ESSA “Strong” category.

 

Number of Studies: 6

 

Average Effect Size: 0.10

 

Full Report

 

*Evidence for ESSA evaluated the Strategic Instruction Model, which encompasses Learning Strategies Curriculum.

How many additional research studies are potentially eligible for NCII review?
0
Citations for Additional Research Studies :

Data Collection Practices

Most tools and programs evaluated by the NCII are branded products which have been submitted by the companies, organizations, or individuals that disseminate these products. These entities supply the textual information shown above, but not the ratings accompanying the text. NCII administrators and members of our Technical Review Committees have reviewed the content on this page, but NCII cannot guarantee that this information is free from error or reflective of recent changes to the product. Tools and programs have the opportunity to be updated annually or upon request.