Design Standard Readability

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Design Standard Readability

August 4, 2025
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Fry readability formula

How Consistent Are the Best-Known Readability Equations in Estimating the Readability of Design Standards?

Shixiang Zhou & Heejin Jeong
Industrial and Operations Engineering Department, University of Michigan, Ann Arbor, MI, USA
Transportation Research Institute Driver Interface Group
Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI, USA

 

Abstract.  Research problem: Readability equations are widely used to compute how well readers will be able to understand written materials. Those equations were usually developed for nontechnical materials, namely, textbooks for elementary, middle, and high schools. This study examines to what extent computerized readability predictions are consistent for highly technical material – selected Society of Automotive Engineers (SAE) and International Standards Organization (ISO) Recommended Practices and Standards relating to driver interfaces. Literature review: A review of original sources of readability equations revealed a lack of specific criteria in counting various punctuation and text elements, leading to inconsistent readability scores. Few studies on the reliability of readability equations have identified this problem, and even fewer have systematically investigated the extent of the problem and the reasons why it occurs.  Research questions:

(1) Do the most commonly used equations give identical readability scores?
(2) How do the scores for each readability equation vary with readability tools?
(3) If there are differences between readability tools, why do they occur?
(4) How does the score vary with the length of passage examined?

Method: Passages of varying lengths from 12 selected SAE and ISO Recommended Practices and Standards were examined using five readability equations (Flesch-Kincaid Grade Level, Gunning Fog Index, SMOG Index, Coleman-Liau Index, and Automated Readability Index) implemented five ways (four online readability tools and Microsoft Word 2013 for Windows). In addition, short test passages of text were used to understand how different readability tools counted text elements, such as words and sentences. Results and conclusions: The mean readability scores of the passages from those 12 SAE and ISO Recommended Practices and Standards ranged from the 10th grade reading level to about 15th. The mean grade reading levels computed across the websites were: Flesch-Kincaid 12.8, Gunning Fog 15.1 SMOG 12.6, Coleman-Liau 13.7, and Automated Readability Index 12.3. Readability score estimates became more consistent as the length of the passage examined increased, with no noteworthy improvements beyond 900 words. Among the five readability tools, scores typically differed by two grade levels, but the scores should have been the same. These differences were due to how compound and hyphenated words, slashes, numbers, abbreviations and acronyms, and URLs were counted, as well other punctuation and text elements. These differences occurred because the sources for these equations often did not specify how to score various punctuation and text elements. Of the tools examined, the authors recommend Microsoft Word 2013 for Windows if the Flesch-Kincaid Grade Level is required.

 

Graduation, Dating, Engagements, Weddings, Births & Obituaries

August 4, 2025
mike@standardsmichigan.com
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Weddings

 



Nine years later and first day as husband and wife they got to finally sneak a kiss in one of the first places they ever passed notes

Hun School Of Princeton

“…I have spread my dreams under your feet; Tread softly because you tread on my dreams.” –W.B. Yeats | ‘He Wishes for the Cloths of Heaven’

“Nature’s Masterpiece”

Several colleges and universities have “kissing benches” or similar traditions tied to romance on campus.

Michigan State University Beaumont Tower: Nick and Myra Kanillopoulos

Syracuse University. Kissing Bench: This bench on the Quad is steeped in tradition. Legend has it that if a couple kisses on the bench, they will eventually marry. Conversely, if a single person sits there alone, they risk staying single forever.

University of Idaho.  Hello Walk and Kissing Rock: While not a bench, this area on campus features a large rock where students have historically kissed. It’s a romantic tradition for couples at the university.

Florida State University Kissing Bench

University of North Carolina at Chapel Hill

Clemson University Lover’s Lane

Illinois State University

University of Cambridge: St. John’s College Bridge of Sighs

University of Oxford: The Bridge of Sighs

University of Bath Somerset County: Sham Castle

Weddings

Sport News

August 4, 2025
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Michigan Girl, Our Michigan Girl….

Sport Standards

 

 

Mixed Gender Sport by Design

Engineering in Sport



 

Winter Sport

Strawberry Shortcake

August 3, 2025
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Standards IndianaStrawberry Shortcake Balloon 2014

Indiana University Net Position 2024:  $5.448B (Page 28)

“Summer Suns Are Glowing”

August 3, 2025
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Ruth 1 | King James Version

Written by William Walsham How in 1871 for the Church Hymns collection, this Christian standard is a celebration of God’s creation and love, set to the tune “Ruth” by Samuel Smith (1865). How, an Anglican bishop known for his pastoral work, crafted the hymn to reflect the joy of summer, with its vibrant imagery of glowing suns, flowing light, and nature’s voices uniting in praise.

The hymn’s four stanzas emphasize God’s mercy, eternal love, and guidance through life’s challenges, urging steadfast faith even in dark times. Its meaning centers on gratitude for divine providence, the beauty of creation, and trust in God’s presence, with the final stanza affirming hope in eternal light.

Published in over 239 hymnals, it remains a cherished expression of summer’s warmth and spiritual reassurance.

Akua Akyere Memorial Youth Choir


Christ the King Chapel

August 3, 2025
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Standards Virginia

Best Week Ever 2023: Christendom College Summer Program


Beauty in a World of Ugliness

August 2, 2025
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What Is A Standard Drink?

August 1, 2025
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“It’s a fine line between Saturday night

and Sunday morning” – Jimmy Buffett

 

“Rather a bottle in front of me

than a frontal lobotomy” — Some guy

 

Many people are surprised to learn what counts as a “drink”. The amount of liquid in your glass, can, or bottle does not necessarily match up to how much alcohol is actually in your drink.  Even before the United States federal government withdrew from regulating alcohol, the conversation, and degree of agreement and  attitude, remains remarkably regionally specific:

Missouri University of Science & Technology: What is a Standard Drink?

University of South Alabama: What is a Standard Drink?

Stanford University Office of Alcohol Policy and Education

Other nations serve alcohol to students on campus in university owned facilities.

Maynooth University Student Union County Kildare


College students create the ultimate hangover cure


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