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Content 
Analysis 
Untalan, Anne Lenielyn M. 
Opiz,OliverA.
What is Content Analysis? 
 It is use to systematically 
summarize written, spoken, or 
visual communication in a 
quantitative way. 
 It is a research tool used to 
determine the presence of 
certain words or concepts 
within texts or sets of texts.
Text 
 Books, Book Chapters, essays, 
Interviews, Discussions, 
Newspaper Headlines or 
Articles, Historical 
Documents, Speeches… 
 Any occurrence of 
communicative language.
History of Content Analysis
•1931-Content Analysis began when 
Alfred R. Lindesmith created 
a methodology that was 
designed to refute existing 
hypothesis. 
•1940’s- it is already often utilized 
method in research.
•1950’s-researchers were already 
starting to consider the need 
for more sophisticated 
methods of analysis. 
•1960’s- Content Analysis is 
frequently referred to as 
“Grounded Theory”
Nowadays, content analysis is 
also utilized to explore mental 
models, and their linguistic, 
affective, cognitive, social, 
cultural and historical 
significance..
Some Applications of Content 
analysis 
 marketing and media studies 
 literature and rhetoric 
 ethnography and cultural studies 
 gender and age issues 
 sociology and political science 
 psychology and cognitive science
Strength 
 Content analysis is a readily-understood, 
inexpensive research 
method. It is unobtrusive, and it 
doesn't require contact with 
people
Limitations 
 Content analysis is a purely 
descriptive method. It describes 
what is there, but may not reveal 
the underlying motives for the 
observed pattern
Advantages 
 looks directly at communication via 
texts or transcripts, and hence gets 
at the central aspect of social 
interaction. 
 can allow for both quantitative and 
qualitative operations 
 can provides valuable 
historical/cultural insights over time 
through analysis of texts
•allows a closeness to text which 
can alternate between specific 
categories and relationships and 
also statistically analyzes the coded 
form of the text 
•can be used to interpret texts for 
purposes such as the development 
of expert 
•is an unobtrusive means of 
analyzing interactions
Disadvantages 
 It is very time consuming and is subject 
to error 
 It is dependent on interpretation of the 
text 
 There is also no theoretical base in order 
to create meaningful inferences and 
relationships between the text. 
 This methodology can be extremely 
difficult to automate or computerize.
Types of Content 
Analysis 
Conceptual Analysis 
Relational Analysis
Conceptual Analysis 
 can be thought of as 
establishing the existence and 
frequency of concepts most 
often represented by words of 
phrases in a text.
Steps for Conducting 
Conceptual Analysis 
 Decide the level of analysis. 
 Decide how many concepts to code for. 
 Decide whether to code for existence or 
frequency of a concept. 
 Decide on how you will distinguish among 
concepts. 
 Develop rules for coding your texts.
 Decide what to do with 
"irrelevant" information. 
 Code the texts. 
 Analyze your results.
Relational Analysis 
 seeks to go beyond 
presence by exploring 
the relationships between 
the concepts identified.
Theoretical Influences on 
Relational Analysis 
 Linguistic approaches- focus analysis of 
texts on the level of a linguistic unit, 
typically single clause units. 
 Cognitive science- include the creation 
of decision maps and mental models 
 Mental models-groups or networks of 
interrelated concepts that are thought 
to reflect conscious or subconscious 
perceptions of reality.
Three Subcategories of 
Relational Analysis 
 Affect extraction: This approach 
provides an emotional evaluation 
of concepts explicit in a text. 

 Proximity analysis: This approach, 
on the other hand, is concerned 
with the co-occurrence of explicit 
concepts in the text. 
 Cognitive mapping: This approach 
is one that allows for further 
analysis of the results from the 
two previous approaches.
Steps for Conducting 
Relational Analysis 
 Identify the Question. 
 Choose a sample or samples for 
analysis 
 Determine the type of analysis. 
 Reduce the text to categories and 
code for words or patterns. e the 
type of analysis
 Explore the relationships between 
concepts 
◦ Strength of Relationship 
◦ Sign of a Relationship 
◦ Direction of the Relationship 
 Code the relationships. 
 Perform Statistical Analyses 
Map out the Representations
Reliability 
 The reliability of a content analysis 
study refers to its stability, or the 
tendency for coders to 
consistently re-code the same data 
in the same way over a period of 
time; reproducibility.
Validity 
 The validity of a content analysis 
study refers to the 
correspondence of the categories 
to the conclusions, and 
the generalizability of results to a 
theory.
Problems 
 The overarching problem of 
content Analysis research is the 
challenge-able nature 
of conclusions reached by its 
inferential procedures.

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Content analysis

  • 1. Content Analysis Untalan, Anne Lenielyn M. Opiz,OliverA.
  • 2. What is Content Analysis?  It is use to systematically summarize written, spoken, or visual communication in a quantitative way.  It is a research tool used to determine the presence of certain words or concepts within texts or sets of texts.
  • 3. Text  Books, Book Chapters, essays, Interviews, Discussions, Newspaper Headlines or Articles, Historical Documents, Speeches…  Any occurrence of communicative language.
  • 5. •1931-Content Analysis began when Alfred R. Lindesmith created a methodology that was designed to refute existing hypothesis. •1940’s- it is already often utilized method in research.
  • 6. •1950’s-researchers were already starting to consider the need for more sophisticated methods of analysis. •1960’s- Content Analysis is frequently referred to as “Grounded Theory”
  • 7. Nowadays, content analysis is also utilized to explore mental models, and their linguistic, affective, cognitive, social, cultural and historical significance..
  • 8. Some Applications of Content analysis  marketing and media studies  literature and rhetoric  ethnography and cultural studies  gender and age issues  sociology and political science  psychology and cognitive science
  • 9. Strength  Content analysis is a readily-understood, inexpensive research method. It is unobtrusive, and it doesn't require contact with people
  • 10. Limitations  Content analysis is a purely descriptive method. It describes what is there, but may not reveal the underlying motives for the observed pattern
  • 11. Advantages  looks directly at communication via texts or transcripts, and hence gets at the central aspect of social interaction.  can allow for both quantitative and qualitative operations  can provides valuable historical/cultural insights over time through analysis of texts
  • 12. •allows a closeness to text which can alternate between specific categories and relationships and also statistically analyzes the coded form of the text •can be used to interpret texts for purposes such as the development of expert •is an unobtrusive means of analyzing interactions
  • 13. Disadvantages  It is very time consuming and is subject to error  It is dependent on interpretation of the text  There is also no theoretical base in order to create meaningful inferences and relationships between the text.  This methodology can be extremely difficult to automate or computerize.
  • 14. Types of Content Analysis Conceptual Analysis Relational Analysis
  • 15. Conceptual Analysis  can be thought of as establishing the existence and frequency of concepts most often represented by words of phrases in a text.
  • 16. Steps for Conducting Conceptual Analysis  Decide the level of analysis.  Decide how many concepts to code for.  Decide whether to code for existence or frequency of a concept.  Decide on how you will distinguish among concepts.  Develop rules for coding your texts.
  • 17.  Decide what to do with "irrelevant" information.  Code the texts.  Analyze your results.
  • 18. Relational Analysis  seeks to go beyond presence by exploring the relationships between the concepts identified.
  • 19. Theoretical Influences on Relational Analysis  Linguistic approaches- focus analysis of texts on the level of a linguistic unit, typically single clause units.  Cognitive science- include the creation of decision maps and mental models  Mental models-groups or networks of interrelated concepts that are thought to reflect conscious or subconscious perceptions of reality.
  • 20. Three Subcategories of Relational Analysis  Affect extraction: This approach provides an emotional evaluation of concepts explicit in a text. 
  • 21.  Proximity analysis: This approach, on the other hand, is concerned with the co-occurrence of explicit concepts in the text.  Cognitive mapping: This approach is one that allows for further analysis of the results from the two previous approaches.
  • 22. Steps for Conducting Relational Analysis  Identify the Question.  Choose a sample or samples for analysis  Determine the type of analysis.  Reduce the text to categories and code for words or patterns. e the type of analysis
  • 23.  Explore the relationships between concepts ◦ Strength of Relationship ◦ Sign of a Relationship ◦ Direction of the Relationship  Code the relationships.  Perform Statistical Analyses Map out the Representations
  • 24. Reliability  The reliability of a content analysis study refers to its stability, or the tendency for coders to consistently re-code the same data in the same way over a period of time; reproducibility.
  • 25. Validity  The validity of a content analysis study refers to the correspondence of the categories to the conclusions, and the generalizability of results to a theory.
  • 26. Problems  The overarching problem of content Analysis research is the challenge-able nature of conclusions reached by its inferential procedures.