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C ALCULATING R EADABILITY

Mathematical Formulas / Algorithms
examine how long sentences are, and
how many syllables are in the words
on a page. These values are then
“number crunched” together to
Produce results such as:
Gunning Fog Index as well as
Flesch Reading Ease and
Flesch-Kincaid Grade Level values.
G UNNING -F OG I NDEX

GFI = (Average_Words_Sentence + Difficult_Words ) * 0.4


        To determine the Gunning-Fog index:


        Calculate the average number of words per sentence.

        Calculate the percentage of “Difficult Words” in the
        sample (“Difficult Words” have three or more syllables).

        Add the totals together, and multiply the sum by 0.4
G UNNING -F OG I NDEX


The Gunning-Fog index value, is a measure of how
many years of schooling it would take someone to
understand the content.

Eg. If the G-F value is “10” for a given book, or web
page, then a 15 year old should be able to read and
understand it.

Results over seventeen are reported as seventeen,
where seventeen is considered to be post-graduate
University level.
G UNNING -F OG I NDEX


Gunning-Fog Index               Typical Sources
6                               TV guides, The Bible, Mark Twain
8                               Reader's Digest
8 - 10                          Most popular novels
10                              Time, Newsweek
11                              Wall Street Journal, Fin Review
14                              The Times, The Guardian, The Age
15 – 20                         Technical and Academic papers



                    Source: Phillip Chalmers from http://www.benefit-from-it.com/
F LESCH R EADING E ASE

FRE = 206.835 - (1.015 * average_words_sentence) - (84.6 * average_syllables_word)

               To determine the Flesch Reading Ease:

               • Calculate the average number of words per sentence.
               • Calculate the average number of syllables per word.

               • Multiply the average number of
                 syllables per word multiplied by
                  84.6 and subtract it from the
                  average number of words multiplied
                  by 1.015

               • Subtract the result from 206.835          Image Source: http://cache1.asset-cache.net
F LESCH R EADING E ASE

The result of the Flesch calculation is an index
number that rates the text on a 100-point scale.

The higher the score, the easier
it is to understand the document.

Authors should aim to produce
a Flesch Reading score of
approximately 60 to 70.
                                Image Source: http://www.tailored.com.au
F LESCH -K INCAID GRADE LEVEL


FK = (0.39 * average_words_sentence) + (11.8 * average_syllables_word) - 15.90

             To determine the Flesch-Kincaid grade level:

             Calculate the average number of words per sentence.
             Calculate the average number of syllables per word.

             Multiply the average number of words by 0.39
             and add it to the average number
             of syllables per word multiplied
             by 11.8

             Subtract 15.90 from the result.
                                                      Image Source: http://brandmelive.com
F LESCH -K INCAID GRADE LEVEL



The result of the Flesch-Kincaid algorithm is a grade level.

Like the Gunning-Fog index, it is a rough
measure of how many years of schooling
it would take someone to understand
the content.

Negative results are reported as zero,
and numbers over twelve are reported as twelve.
                                    Image Source: http://wwwdelivery.superstock.com
C ONCLUSIONS


For a document to be easily understood, the writing style should
be clear and simple. This involves a writing style that is direct, and
familiar to the intended reader. The structure of the document
should be logical, unambiguous, and avoid redundant words.


Being mathematically based, readability tests are unable to
determine whether a document is comprehensible, interesting,
or enjoyable. It's possible to obtain sensational readability
scores with any text that contains short sentences made up of
monosyllabic words.

Nonetheless, Readability Tests are extremely useful for checking the
age level content of Books, as well as Web Pages on the Internet.
F URTHER                 READING


There is an Online Calculator for readability at this great website:

http://juicystudio.com/services/readability.php

In fact this website is where I found out about all of the Readability
Algorithms in this Powerpoint. Go there to read more 

The Online Calculator allows you to type in
the Web Address of a Page, and then click
to get a full Readability Analysis.

We tried this out our own ICT website:
http://passyworldofict.blogspot.com/
and the results are shown on the next slide.

                                               Image Source: http://wwwdelivery.superstock.com
PASSY ’ S W ORLD OF ICT
         R EADABILITY

Summary                            Value
Total sentences                    978
Total words                        2744
Average words per Sentence         2.81
Words with 1 Syllable              1254
Words with 2 Syllables             452
Words with 3 Syllables             300

Words with 4 or more Syllables     738 (Very High)

Percentage of word with three or
                                   37.83% (High – should be < 20%)
more syllables
Average Syllables per Word         2.19
Gunning Fog Index                  16.25 (Technical & Academic)
Flesch Reading Ease                18.69 (Not very easy to read)
Flesch-Kincaid Grade               11.35 (11 years of schooling)
R EFERENCES


All technical information was obtained from :
http://juicystudio.com/services/readability.php
It has a very complete discussion about Readability Tests.

Images were obtained
from Google Images.

Further cool mathematics
items are available at
the Passy’s World of
Mathematics website.

(See next slide for link)
http://passyworldofmathematics.com/

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Readability Measurement

  • 1.
  • 2. C ALCULATING R EADABILITY Mathematical Formulas / Algorithms examine how long sentences are, and how many syllables are in the words on a page. These values are then “number crunched” together to Produce results such as: Gunning Fog Index as well as Flesch Reading Ease and Flesch-Kincaid Grade Level values.
  • 3. G UNNING -F OG I NDEX GFI = (Average_Words_Sentence + Difficult_Words ) * 0.4 To determine the Gunning-Fog index: Calculate the average number of words per sentence. Calculate the percentage of “Difficult Words” in the sample (“Difficult Words” have three or more syllables). Add the totals together, and multiply the sum by 0.4
  • 4. G UNNING -F OG I NDEX The Gunning-Fog index value, is a measure of how many years of schooling it would take someone to understand the content. Eg. If the G-F value is “10” for a given book, or web page, then a 15 year old should be able to read and understand it. Results over seventeen are reported as seventeen, where seventeen is considered to be post-graduate University level.
  • 5. G UNNING -F OG I NDEX Gunning-Fog Index Typical Sources 6 TV guides, The Bible, Mark Twain 8 Reader's Digest 8 - 10 Most popular novels 10 Time, Newsweek 11 Wall Street Journal, Fin Review 14 The Times, The Guardian, The Age 15 – 20 Technical and Academic papers Source: Phillip Chalmers from http://www.benefit-from-it.com/
  • 6. F LESCH R EADING E ASE FRE = 206.835 - (1.015 * average_words_sentence) - (84.6 * average_syllables_word) To determine the Flesch Reading Ease: • Calculate the average number of words per sentence. • Calculate the average number of syllables per word. • Multiply the average number of syllables per word multiplied by 84.6 and subtract it from the average number of words multiplied by 1.015 • Subtract the result from 206.835 Image Source: http://cache1.asset-cache.net
  • 7. F LESCH R EADING E ASE The result of the Flesch calculation is an index number that rates the text on a 100-point scale. The higher the score, the easier it is to understand the document. Authors should aim to produce a Flesch Reading score of approximately 60 to 70. Image Source: http://www.tailored.com.au
  • 8. F LESCH -K INCAID GRADE LEVEL FK = (0.39 * average_words_sentence) + (11.8 * average_syllables_word) - 15.90 To determine the Flesch-Kincaid grade level: Calculate the average number of words per sentence. Calculate the average number of syllables per word. Multiply the average number of words by 0.39 and add it to the average number of syllables per word multiplied by 11.8 Subtract 15.90 from the result. Image Source: http://brandmelive.com
  • 9. F LESCH -K INCAID GRADE LEVEL The result of the Flesch-Kincaid algorithm is a grade level. Like the Gunning-Fog index, it is a rough measure of how many years of schooling it would take someone to understand the content. Negative results are reported as zero, and numbers over twelve are reported as twelve. Image Source: http://wwwdelivery.superstock.com
  • 10. C ONCLUSIONS For a document to be easily understood, the writing style should be clear and simple. This involves a writing style that is direct, and familiar to the intended reader. The structure of the document should be logical, unambiguous, and avoid redundant words. Being mathematically based, readability tests are unable to determine whether a document is comprehensible, interesting, or enjoyable. It's possible to obtain sensational readability scores with any text that contains short sentences made up of monosyllabic words. Nonetheless, Readability Tests are extremely useful for checking the age level content of Books, as well as Web Pages on the Internet.
  • 11. F URTHER READING There is an Online Calculator for readability at this great website: http://juicystudio.com/services/readability.php In fact this website is where I found out about all of the Readability Algorithms in this Powerpoint. Go there to read more  The Online Calculator allows you to type in the Web Address of a Page, and then click to get a full Readability Analysis. We tried this out our own ICT website: http://passyworldofict.blogspot.com/ and the results are shown on the next slide. Image Source: http://wwwdelivery.superstock.com
  • 12. PASSY ’ S W ORLD OF ICT R EADABILITY Summary Value Total sentences 978 Total words 2744 Average words per Sentence 2.81 Words with 1 Syllable 1254 Words with 2 Syllables 452 Words with 3 Syllables 300 Words with 4 or more Syllables 738 (Very High) Percentage of word with three or 37.83% (High – should be < 20%) more syllables Average Syllables per Word 2.19 Gunning Fog Index 16.25 (Technical & Academic) Flesch Reading Ease 18.69 (Not very easy to read) Flesch-Kincaid Grade 11.35 (11 years of schooling)
  • 13. R EFERENCES All technical information was obtained from : http://juicystudio.com/services/readability.php It has a very complete discussion about Readability Tests. Images were obtained from Google Images. Further cool mathematics items are available at the Passy’s World of Mathematics website. (See next slide for link)