Design Standard Readability

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Design Standard Readability

September 8, 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.

 

Qu’est-ce qu’une nation?

September 8, 2025
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Ernest Renan (1823-1892) was a French philosopher, historian, and scholar of religion. He is best known for his work on nationalism and the relationship between language, culture, and identity.  The language of technology– and the catalog of codes, standards, guidelines, recommended practices and government regulations rest upon a common understanding of how things can and should work separately.  The essay is widely cited:

Qu’est-ce qu’une nation ?

What is a Nation ?

What is a Nation ?

In our domain we routinely see technical agreement and disagreement among stakeholders resolved, or left unresolved because of definitions — even when discussion is conducted in English.  We keep the topic of language (Tamil (மொழி) — since it is one of the most widely spoken languages on earth) on our aperiodic Language colloquia.  See our CALENDAR for the next online meeting; open to everyone.

Université Paris 1 Panthéon-Sorbonne

C’est quoi ?

La Loi Ne Fait Plus Le Bonheur

Normalisation volontaire en électrotechnologie

AFNOR: Norme NF C 15-100

National Electrical Codes

English and French are the two most prominent diplomatic languages, especially in historical and international contexts. They have long been the primary languages of diplomacy due to their widespread use in international organizations and historical influence.

English: Dominates in modern diplomacy, international law, and global organizations. It is the working language in many international forums, including the United Nations, NATO, and the Commonwealth of Nations.

French: Traditionally known as the “language of diplomacy,” French was the dominant diplomatic language until the 20th century. It remains a significant language in international relations, particularly within the United Nations, the European Union, and many African nations.

While other languages like Spanish, Arabic, Russian, and Chinese are also used in diplomatic contexts and are official languages of the United Nations, English and French are the most universally recognized and utilized in diplomatic settings.

International Building Code Definitions: Chapter 2

September 8, 2025
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“The Tower of Babel” 1563 | Pieter Bruegel the Elder

Widely accepted definitions (sometimes “terms of art”) are critical in building codes because they ensure clarity, consistency, and precision in communication among architects, engineers, contractors, and regulators.  Ambiguity or misinterpretation of terms like “load-bearing capacity,” “fire resistance,”  “egress” or “grounding and bonding”  could lead to design flaws, construction errors, or inadequate safety measures, risking lives and property.
“Standardized” definitions — by nature unstable — create a shared language that transcends local practices or jargon, enabling uniform application and enforcement across jurisdictions.  Today at the usual hour we explore the nature and the status of the operational language that supports our raison d’être of making educational settlements safer, simpler, lower-cost and longer-lasting.  

 

2021 IBC Chapter 2: Definitions

2024/2025/2026 ICC CODE DEVELOPMENT SCHEDULE

Group B Documents

Complete Monograph (2650 pages) | Note our proposal on Page 754

Graduation, Dating, Engagements, Weddings, Births & Obituaries

September 8, 2025
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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

September 8, 2025
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Michigan Girl, Our Michigan Girl….

Sport Standards

 

 

Mixed Gender Sport by Design

Engineering in Sport



 

Winter Sport

Capra hircus

September 7, 2025
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Goat farming is an important source of livelihood for many small-scale farmers in developing countries, particularly in regions such as sub-Saharan Africa and South Asia. The FAO estimates that more than 90% of the world’s goats are raised in developing countries, where they provide a critical source of food and income for rural communities.

Overall, the global goat farming industry continues to grow, driven by increasing demand for goat meat and milk products, as well as the potential for sustainable agriculture practices.

Advantages:

Low start-up costs: Goat farming requires relatively low start-up costs compared to other types of agriculture. Goats are small animals that do not require much space, and they can be raised in a variety of environments, from small backyard farms to large commercial operations.

High productivity: Goats are known for their high reproductive rate, which allows farmers to increase their herd size quickly. They are also efficient at converting food into milk and meat, making them a profitable investment for farmers.

Multiple uses: Goats can be raised for meat, milk, and fiber, making them a versatile livestock option. Additionally, their manure can be used as fertilizer, and they can be used for weed control on farms and other properties.

Sustainable farming: Goat farming can be a sustainable agricultural practice, as goats do not require large amounts of feed or water, and they can be raised on marginal lands that are unsuitable for other types of agriculture.

Disadvantages:

Predation: Goats are vulnerable to predation by coyotes, dogs, and other predators, which can be a significant problem for farmers, especially in rural areas.

Disease susceptibility: Goats are susceptible to a variety of diseases, some of which can be difficult to diagnose and treat. Additionally, some diseases can be transmitted to humans, making it important for farmers to take precautions when handling their animals.

Market volatility: The demand for goat products can be volatile, and prices can fluctuate significantly based on supply and demand. This can make it challenging for farmers to predict their income and manage their finances.

Labor intensive: Goat farming can be labor-intensive, especially during kidding and milking seasons. This can make it difficult for farmers to manage their workload, especially if they have a large herd.

Girl with a Goat | Benton County Arkansas

 

Animal Safety

International Building Code § 303.4: Places of Religious Worship

September 7, 2025
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Occupancy classification is a first principle in all International Code Council consensus products.   Chapels and churches associated with educational institutions are grouped with all other “Places of Religious Worship” in Section 303.4 Assembly Group A-3.  You may find the text of this section in the current 2024 edition in the link below:

2024 International Building Code | Section 303 | Assembly Group A

For the next few weeks we will sort through issues appearing in the transcript below:

2025 Group B Committee Action Agenda (2630 Pages)

Recent incidents in the tragic city of Minneapolis inspire revisiting the standards of care listed below:

Targeted Violence and Active Shooters: Incidents like mass shootings have increased, with 54% of attacks on U.S. houses of worship involving armed assaults, often motivated by religious or racial hatred (67% of cases). Comprehensive emergency plans and training are critical.

Vandalism and Arson: These are common, with over 400 attacks on U.S. churches since 2020, including property damage and desecration. Surveillance cameras and regular security audits can deter such acts.

Theft: Donation boxes, religious artifacts, and personal belongings are frequent targets. Access control and monitoring valuables reduce risks.

Cybersecurity Threats: Houses of worship are vulnerable to hacking, ransomware, and data breaches, especially as they rely on digital platforms. Implementing cybersecurity best practices is essential.

Internal Threats: Risks from disgruntled employees or volunteers, including theft or fraud, necessitate thorough background checks and clear protocols for handling sensitive information.

Proactive measures like risk assessments, security teams, and collaboration with law enforcement can mitigate these threats while maintaining a welcoming environment


Related:

Why is the State of Minnesota such a hot mess?

 

Hegemon Cuyahoga & County Dublin

September 7, 2025
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Financial Presentations & Webcasts

Here we shift our perspective 120 degrees to understand the point of view of the Producer interest in the American national standards system (See ANSI Essential Requirements).  The title of this post draws from the location of US and European headquarters.  We list proposals by a successful electrical manufacturer for discussion during today’s colloquium:

2026 National Electrical Code

CMP-1: short circuit current ratings, connections with copper cladded aluminum conductors, maintenance to be provided by OEM, field markings

CMP-2: reconditioned equipment, receptacles in accessory buildings, GFCI & AFCI protection, outlet placement generally, outlets for outdoor HVAC equipment(1)

(1) Here we would argue that if a pad mount HVAC unit needs service with tools that need AC power once every 5-10 years then the dedicated branch circuit is not needed.  Many campuses have on-site, full-time staff that can service outdoor pad mounted HVAC equipment without needing a nearby outlet.  One crew — two electricians — will run about $2500 per day to do anything on campus.

CMP-3: No proposals

CMP-4: solar voltaic systems (1)

(1) Seems reasonable – spillover outdoor night time lighting effect upon solar panel charging should be identified.

CMP-5: Administrative changes only

CMP-6: No proposals

CMP-7: Distinction between “repair” and “servicing”

CMP-8: Reconditioned equipment

CMP-9: Reconditioned equipment

CMP-10: Short circuit ratings, service disconnect, disconnect for meters, transformer secondary conductor, secondary conductor taps, surge protective devices, disconnecting means generally, spliced and tap conductors, more metering safety, 1200 ampere threshold for arc reduction technology, reconditioned surge equipment shall not be permitted, switchboard short circuit ratings

CMP-11: Lorem

CMP-12: Lorem

CMP-13: Lorem

Lorem ipsum

What Are People Wearing?

September 6, 2025
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“What you wear is how you present yourself to the world, especially today,

when human contacts are so quick. Fashion is instant language.”

Miuccia Prada

May Ball


University of Cambridge Estates Division

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