Differences between Critical 
Thinking and Information Literacy

    John M. Weiner, Dr.P.H.
         weiner.john@tutorghost.com

     Sharon A. Weiner, Ed.D.
            sweiner@purdue.edu
Issues Considered
• Theoretical Bases? 
• Learning and processing information

• Literature Analysis?
• Results of a formalized, public approach to 
  analysis of text dealing with critical thinking and     
  information literacy

• Description of Analytic Method? 
• Idea and its role in text mining
What is Critical Thinking?

              CONCEPTUALIZING                           APPLYING


                                             MENTAL 
   EVALUATING                                                 ANALYZING
                                            FUNCTIONS


                                       SYNTHESIZING




“the mental process of actively and skillfully conceptualizing, applying, analyzing, 
synthesizing, and evaluating information to reach an answer or conclusion”. 
         (http://www.Dictionary.com 2011)
What is Bloom’s Taxonomy of 
                       Learning?
• Cognitive Functions
     –    Knowledge
     –    Understanding
     –    Application
     –    Analysis
     –    Synthesis
     –    Evaluation

•   The individual must have the knowledge and be capable of identifying, retrieving, and 
    organizing it so that a particular use can be considered.  The acquired material must be 
    divided into parts and those reorganized to better fit the new purpose.  The resulting 
    product must be assessed for its worth.

•   [Taxonomy of Educational Objectives: The Classification of Educational Goals; pp. 201–207;B. S. Bloom (Ed.) Susan Fauer
    Company, Inc. 1956.] 
Bloom’s Taxonomy of Learning 
           Revised
Comparison of First Cognitive Function
• Bloom’s Taxonomy 1956               •   Anderson & Krathwohl 2001
•   1. Knowledge: Remembering or  •       1. Remembering: Retrieving, recalling, 
    retrieving previously learned         or recognizing knowledge from 
    material. Examples of verbs that      memory. Remembering is when 
    relate to this function are:          memory is used to produce 
                                          definitions, facts, or lists, or recite or 
                                          retrieve material.
•   know 
    identify 
    relate 
    list
                                      •   http://www.uwsp.edu/education/lwilson/curric/
•   define                                newtaxonomy.htm
    recall                            •   Anderson, L. W. and David R. Krathwohl, D. R., et al (Eds..) 
    memorize                              (2001) A Taxonomy for Learning, Teaching, and Assessing: A 
                                          Revision of Bloom's Taxonomy of Educational Objectives. 
    repeat                                Allyn & Bacon. Boston, MA (Pearson Education Group)
                                      •   Bloom, B.S. and Krathwohl, D. R. (1956) Taxonomy of 
•   record                                Educational Objectives: The Classification of Educational 
    name                                  Goals, by a committee of college and university examiners. 
                                          Handbook I: Cognitive Domain. NY, NY: Longmans, Green
    recognize 
    acquire
Another revision
•   Cognitive Functions

•   Recall/Retrieval                       ‐‐ Search, Identify, Retrieve data
•   Analysis                               ‐‐ Separate the information into components
•   Synthesis                               ‐‐ Combine the elements into new 
                                               arrangements  
•   Comparison                              ‐‐ Compare the new arrangements using 
                                               measures and criteria
•   Evaluation                              ‐‐ Rank the arrangements using the 
                                               established criteria
•   Judgment                               ‐‐ Select the ‘better’ arrangements
•   Application                            ‐‐ Using this reorganized information, create a 
                                              new product (e.g., description of the     
                                              topic, strategy to develop new information)



•   Weiner, J.M.:  Issues in the Design and Evaluation of Medical Trials. G.K. Hall & Co., Boston, 1979.
Translating Terms into Actions
• Search
  – User provides a pattern
  – Software compares user pattern against stored 
    patterns 
• Identify
  – Software finds a match and captures the locations 
    containing the specified pattern
• Retrieve
  – Software goes to designated locations
  – Software copies records containing pattern and 
    displays them
What is Information Literacy?
• "To be information literate, a person must be 
  able to recognize when information is needed 
  and have the ability to locate, evaluate, and 
  use effectively the needed information."[ALA
  1989].
• “Information literacy is a set of competencies 
  that an informed citizen of an information 
  society ought to possess to participate 
  intelligently and actively in that society”
  [AASL 1998]. 
What is information literacy?


               LOCATE




              MENTAL
             FUNCTIONS


         EVAUATE         USE
Overview – Literature Analysis
• Differences Between Critical Thinking and 
  Information Literacy ‐‐ 16,946 documents

   – 8745 articles dealing with critical thinking 
   – 8201 reports dealing with information literacy



• [Repositories  ‐‐ ERIC, PubMed (2000‐2009)
What is the basic data element in the 
          literature analysis?
• Thoughts or ideas
    • “any conception existing in the mind as a result 
      of mental understanding, awareness, or 
      activity.[http://dictionary.com]  
• Forming the thought could be private 
• Recognizing the thought could be public.  
• Difference   Idea Analysis

• [Weiner, J.M.:  Issues in the Design and Evaluation of Medical Trials. 
  G.K. Hall & Co., Boston, 1979.] 
Idea Analysis Software
• Developed as a Research Tool
     – Feasibility of using Ideas
• Segregates each sentence 
• Identifies the informative terms in the 
  sentence
• Combines the terms as pairs to form ideas  
• Data record
     – idea and associated identifying information 
•   Weiner JM et al. Methods in Knowledge Utilization. 2009, XXIV Century Press. 
    http://www.amazon.com
•   Weiner JM. Effective Creativity in the Workplace, 2011, Lambert Academic Publishing Co. 
    http://www.amazon.com
Ideas within a Sentence
• “PBL pedagogy developed information literacy skills, critical 
  thinking, and evidence‐based nursing skills, communication, co‐
  operation and team working skills, problem solving and self‐
  assessment skills.”
• Information Literacy       Critical Thinking
• PBL                                 PBL
• Pedagogy                            Pedagogy
• Skill                               Skill
• Evidence                            Evidence
• Communication                       Communication
• Working                             Working
• Problem                             Problem
• Solving                             Solving
• Assessment                          Assessment
Excerpt from the Idea Database
Critical      Thinking   Related         Year Ident          Sentence
critical      thinking   ability            2007 EJ799752           7
critical      thinking   ability            2009 EJ842292           6
critical      thinking   academic           2001 EJ633187           1
critical      thinking   academic           2008 EJ833913           2
critical      thinking   accuracy           2003 EJ676508           2
critical      thinking   acquisition        2007 EJ799752           7
critical      thinking   addition           2006 EJ740423           2
critical      thinking   application        2001 EJ633187           1
critical      thinking   article            2006 EJ744251           1
critical      thinking   article            2005 EJ763686           3
critical      thinking   bibliographic      2001 EJ633189           1
critical      thinking   citation           2006 EJ744251           1
critical      thinking   classroom          2001 EJ633187           1
critical      thinking   classroom          2001 EJ633189           1
critical      thinking   collaboration      2000 EJ608483           2
critical      thinking   collaboration      2001 EJ633187           1
Comparison of Frequencies (Ranks) of Terms 
            Linked with IL and CT.
Terms                     IL Rank     CT Rank
learning                        1            1
student                         3            2
skill                           7            3
examine                        13            4
technology                      4            6
literacy                       20            7
development                    29            8
education                      30            9
knowledge                      31           10
model                          32           11
research                       33           18
effective                      12           19
ability                        34           20
assess                         35           21
enhance                        36           22
experiment                     37           23
faculty                        38           24
important                      39           25
study                          27           26
Comparison of Triadic Ideas – Analysis 
             Function
Comparison of Triadic Ideas –
    Synthesis Function
Comparison of Triadic Ideas –
   Evaluation Function
Full Array of Cognitive Functions
Information Literacy – Higher 
            Cognitive Functions
•   Evaluation   Judgment     Application
•   Accuracy     Quality      Communication
•   Advance      Innovative   Competency
•   Discriminate              Comprehension 
•   Indicate                  Instruction
•   Proficiency               Training
•                             Understanding 
Attributes of Two Learning 
              Approaches
• Critical Thinking     Information Literacy
• Individualized        Public
• Discipline Specific   Across Disciplines

• Solve Problem         Problems
• Learn New             Continuing Learning
• Individual’s Status   Decision‐making
Information Competences: 
Terms Linked with Information Literacy
Effective acquisition and management of knowledge 
            resolution of local and global problems 

• Degree of Formalism associated with Cognitive Processes
•        Private             ‐‐ personal and not publicly expressed. 
•        Public              ‐‐ open to the view of all.



• Learning Behavior Employed
•        Self‐Learning     ‐‐ student assumes responsibility for selecting subjects 
                              and learning  content.  Teacher serves as a facilitator.
•        Traditional forms ‐‐ lecture and textbook instruction.


•   With the existing expertise in dealing with text and in working with 
    clients in a large number of disciplines, the information literacy 
    librarians may be better equipped to produce the needed techniques.
Attitudes of  Conference Participants?
• Favorite Learning Methods?
• Structure of Text?
• Differences between Numbers and Text?
Question 1
• Identify the learning method that is most 
  satisfying to you in accomplishing your 
  objectives?
•     a.    Traditional classroom lecture?
•     b. Self‐exploration of topics?
•     c.    Self‐exploration plus guidance by 
            specialist?
•     d. Collaborative team arrangement?
Question 2
• Identify the component most important in 
  communication between individuals?
•    a.     The words used?
•    b. The ideas conveyed?  
•    c.     The images presented? 
Question 3
• Why are numeric data processed easily using an 
  algorithmic approach?  
• a. Statistical operations are easier to perform?
• b. There is a ‘natural’ order to numbers?
• c. Numbers can be assigned to represent physical or 
      abstract objects more easily than can text?
• d. Individuals attracted to the physical sciences are 
      lazier and want algorithms so that the work is done 
      more easily and faster?
Text Analysis – Manual Methods
– Retrieve Abstracts from Repositories ‐‐ 16946 in 2 
  minutes
– Triage Abstracts to determine relevance – 15 
  seconds x 16946 = 70.6 hours
– Identify data in 8473 x 10 minutes = 1412.2 hours
– Prepare data records for 8473 x 5 minutes = 
  706.1 hours
– Total Time = 2,188.9 hours (273.6 8‐hour days)
Text Mining for Theme Related Groups
• Retrieve Abstracts from Repositories ‐‐ 16946 
  in 5 minutes
• Triage Theme groups to determine relevance 
  – 15 seconds x 16946 = 70.6 hours
• Identify data in 8473 x 10 minutes = 1412.2 
  hours
• Prepare data records for 8473 x 5 minutes = 
  706.1 hours
• Total Time = 2188.9+ hours
Text Mining for Content
– Retrieve Abstracts from Repositories
– Identify data
– Prepare data records for 16946
– Create knowledge resource
– Total Time – 0.2 minutes x 16946 = 56.5 hours (7, 
  8 hour days)
Critical Thinking = Information Literacy?

• If Critical Thinking employed modern 
  technologies, instead of individualized mental 
  processes, would it be called Information 
  Literacy?

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Weiner & Weiner - Is There a Difference Between Critical Thinking and Information Literacy?

  • 1. Differences between Critical  Thinking and Information Literacy John M. Weiner, Dr.P.H. weiner.john@tutorghost.com Sharon A. Weiner, Ed.D. sweiner@purdue.edu
  • 2. Issues Considered • Theoretical Bases?  • Learning and processing information • Literature Analysis? • Results of a formalized, public approach to  analysis of text dealing with critical thinking and      information literacy • Description of Analytic Method?  • Idea and its role in text mining
  • 3. What is Critical Thinking? CONCEPTUALIZING APPLYING MENTAL  EVALUATING ANALYZING FUNCTIONS SYNTHESIZING “the mental process of actively and skillfully conceptualizing, applying, analyzing,  synthesizing, and evaluating information to reach an answer or conclusion”.  (http://www.Dictionary.com 2011)
  • 4. What is Bloom’s Taxonomy of  Learning? • Cognitive Functions – Knowledge – Understanding – Application – Analysis – Synthesis – Evaluation • The individual must have the knowledge and be capable of identifying, retrieving, and  organizing it so that a particular use can be considered.  The acquired material must be  divided into parts and those reorganized to better fit the new purpose.  The resulting  product must be assessed for its worth. • [Taxonomy of Educational Objectives: The Classification of Educational Goals; pp. 201–207;B. S. Bloom (Ed.) Susan Fauer Company, Inc. 1956.] 
  • 6. Comparison of First Cognitive Function • Bloom’s Taxonomy 1956 • Anderson & Krathwohl 2001 • 1. Knowledge: Remembering or  • 1. Remembering: Retrieving, recalling,  retrieving previously learned  or recognizing knowledge from  material. Examples of verbs that  memory. Remembering is when  relate to this function are:  memory is used to produce  definitions, facts, or lists, or recite or  retrieve material. • know  identify  relate  list • http://www.uwsp.edu/education/lwilson/curric/ • define  newtaxonomy.htm recall  • Anderson, L. W. and David R. Krathwohl, D. R., et al (Eds..)  memorize  (2001) A Taxonomy for Learning, Teaching, and Assessing: A  Revision of Bloom's Taxonomy of Educational Objectives.  repeat Allyn & Bacon. Boston, MA (Pearson Education Group) • Bloom, B.S. and Krathwohl, D. R. (1956) Taxonomy of  • record  Educational Objectives: The Classification of Educational  name  Goals, by a committee of college and university examiners.  Handbook I: Cognitive Domain. NY, NY: Longmans, Green recognize  acquire
  • 7. Another revision • Cognitive Functions • Recall/Retrieval ‐‐ Search, Identify, Retrieve data • Analysis ‐‐ Separate the information into components • Synthesis ‐‐ Combine the elements into new  arrangements   • Comparison ‐‐ Compare the new arrangements using  measures and criteria • Evaluation ‐‐ Rank the arrangements using the  established criteria • Judgment ‐‐ Select the ‘better’ arrangements • Application ‐‐ Using this reorganized information, create a  new product (e.g., description of the      topic, strategy to develop new information) • Weiner, J.M.:  Issues in the Design and Evaluation of Medical Trials. G.K. Hall & Co., Boston, 1979.
  • 8. Translating Terms into Actions • Search – User provides a pattern – Software compares user pattern against stored  patterns  • Identify – Software finds a match and captures the locations  containing the specified pattern • Retrieve – Software goes to designated locations – Software copies records containing pattern and  displays them
  • 9. What is Information Literacy? • "To be information literate, a person must be  able to recognize when information is needed  and have the ability to locate, evaluate, and  use effectively the needed information."[ALA 1989]. • “Information literacy is a set of competencies  that an informed citizen of an information  society ought to possess to participate  intelligently and actively in that society” [AASL 1998]. 
  • 10. What is information literacy? LOCATE MENTAL FUNCTIONS EVAUATE USE
  • 11. Overview – Literature Analysis • Differences Between Critical Thinking and  Information Literacy ‐‐ 16,946 documents – 8745 articles dealing with critical thinking  – 8201 reports dealing with information literacy • [Repositories  ‐‐ ERIC, PubMed (2000‐2009)
  • 12. What is the basic data element in the  literature analysis? • Thoughts or ideas • “any conception existing in the mind as a result  of mental understanding, awareness, or  activity.[http://dictionary.com]   • Forming the thought could be private  • Recognizing the thought could be public.   • Difference   Idea Analysis • [Weiner, J.M.:  Issues in the Design and Evaluation of Medical Trials.  G.K. Hall & Co., Boston, 1979.] 
  • 13. Idea Analysis Software • Developed as a Research Tool – Feasibility of using Ideas • Segregates each sentence  • Identifies the informative terms in the  sentence • Combines the terms as pairs to form ideas   • Data record – idea and associated identifying information  • Weiner JM et al. Methods in Knowledge Utilization. 2009, XXIV Century Press.  http://www.amazon.com • Weiner JM. Effective Creativity in the Workplace, 2011, Lambert Academic Publishing Co.  http://www.amazon.com
  • 14. Ideas within a Sentence • “PBL pedagogy developed information literacy skills, critical  thinking, and evidence‐based nursing skills, communication, co‐ operation and team working skills, problem solving and self‐ assessment skills.” • Information Literacy Critical Thinking • PBL PBL • Pedagogy Pedagogy • Skill Skill • Evidence Evidence • Communication Communication • Working Working • Problem   Problem • Solving Solving • Assessment Assessment
  • 15. Excerpt from the Idea Database Critical Thinking Related Year Ident Sentence critical thinking ability 2007 EJ799752  7 critical thinking ability 2009 EJ842292  6 critical thinking academic 2001 EJ633187  1 critical thinking academic 2008 EJ833913  2 critical thinking accuracy 2003 EJ676508  2 critical thinking acquisition 2007 EJ799752  7 critical thinking addition 2006 EJ740423  2 critical thinking application 2001 EJ633187  1 critical thinking article 2006 EJ744251  1 critical thinking article 2005 EJ763686  3 critical thinking bibliographic 2001 EJ633189  1 critical thinking citation 2006 EJ744251  1 critical thinking classroom 2001 EJ633187  1 critical thinking classroom 2001 EJ633189  1 critical thinking collaboration 2000 EJ608483  2 critical thinking collaboration 2001 EJ633187  1
  • 16. Comparison of Frequencies (Ranks) of Terms  Linked with IL and CT. Terms  IL Rank CT Rank learning  1 1 student  3 2 skill  7 3 examine  13 4 technology  4 6 literacy  20 7 development  29 8 education  30 9 knowledge  31 10 model  32 11 research  33 18 effective  12 19 ability  34 20 assess  35 21 enhance  36 22 experiment  37 23 faculty  38 24 important  39 25 study  27 26
  • 18. Comparison of Triadic Ideas – Synthesis Function
  • 19. Comparison of Triadic Ideas – Evaluation Function
  • 21. Information Literacy – Higher  Cognitive Functions • Evaluation Judgment Application • Accuracy Quality Communication • Advance Innovative Competency • Discriminate Comprehension  • Indicate Instruction • Proficiency Training • Understanding 
  • 22. Attributes of Two Learning  Approaches • Critical Thinking Information Literacy • Individualized Public • Discipline Specific Across Disciplines • Solve Problem Problems • Learn New Continuing Learning • Individual’s Status Decision‐making
  • 24. Effective acquisition and management of knowledge   resolution of local and global problems  • Degree of Formalism associated with Cognitive Processes • Private ‐‐ personal and not publicly expressed.  • Public  ‐‐ open to the view of all. • Learning Behavior Employed • Self‐Learning ‐‐ student assumes responsibility for selecting subjects  and learning  content.  Teacher serves as a facilitator. • Traditional forms ‐‐ lecture and textbook instruction. • With the existing expertise in dealing with text and in working with  clients in a large number of disciplines, the information literacy  librarians may be better equipped to produce the needed techniques.
  • 26. Question 1 • Identify the learning method that is most  satisfying to you in accomplishing your  objectives? • a. Traditional classroom lecture? • b. Self‐exploration of topics? • c. Self‐exploration plus guidance by  specialist? • d. Collaborative team arrangement?
  • 27. Question 2 • Identify the component most important in  communication between individuals? • a. The words used? • b. The ideas conveyed?   • c. The images presented? 
  • 28. Question 3 • Why are numeric data processed easily using an  algorithmic approach?   • a. Statistical operations are easier to perform? • b. There is a ‘natural’ order to numbers? • c. Numbers can be assigned to represent physical or  abstract objects more easily than can text? • d. Individuals attracted to the physical sciences are  lazier and want algorithms so that the work is done  more easily and faster?
  • 29. Text Analysis – Manual Methods – Retrieve Abstracts from Repositories ‐‐ 16946 in 2  minutes – Triage Abstracts to determine relevance – 15  seconds x 16946 = 70.6 hours – Identify data in 8473 x 10 minutes = 1412.2 hours – Prepare data records for 8473 x 5 minutes =  706.1 hours – Total Time = 2,188.9 hours (273.6 8‐hour days)
  • 30. Text Mining for Theme Related Groups • Retrieve Abstracts from Repositories ‐‐ 16946  in 5 minutes • Triage Theme groups to determine relevance  – 15 seconds x 16946 = 70.6 hours • Identify data in 8473 x 10 minutes = 1412.2  hours • Prepare data records for 8473 x 5 minutes =  706.1 hours • Total Time = 2188.9+ hours
  • 31. Text Mining for Content – Retrieve Abstracts from Repositories – Identify data – Prepare data records for 16946 – Create knowledge resource – Total Time – 0.2 minutes x 16946 = 56.5 hours (7,  8 hour days)
  • 32. Critical Thinking = Information Literacy? • If Critical Thinking employed modern  technologies, instead of individualized mental  processes, would it be called Information  Literacy?