Design Standard Readability

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Design Standard Readability

September 17, 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.

 

Fire Drills

September 16, 2025
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Data Centers

September 16, 2025
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"One day ladies will take their computers for walks in the park and tell each other, "My little computer said such a funny thing this morning" - Alan Turing

Data centers in colleges and universities are crucial for supporting the extensive technological infrastructure required for modern education and research. These centers house critical servers and storage systems that manage vast amounts of data, ensuring reliable access to academic resources, administrative applications, and communication networks. They enable the secure storage and processing of sensitive information, including student records, faculty research, and institutional data.

Uptime Institute Tier Classification

Moreover, data centers facilitate advanced research by providing the computational power needed for data-intensive studies in fields like bioinformatics, climate science, and artificial intelligence. They support virtual learning environments and online course management systems, essential for the increasingly prevalent hybrid and online education models. Efficient data centers also contribute to campus sustainability goals by optimizing energy use through modern, eco-friendly technologies.

ANSI/TIA 942 Data Center Infrastructure Standard

Additionally, robust data center infrastructure enhances the university’s ability to attract top-tier faculty and students by demonstrating a commitment to cutting-edge technology and resources. They also play a vital role in disaster recovery and business continuity, ensuring that educational and administrative functions can resume quickly after disruptions. Overall, data centers are integral to the academic mission, operational efficiency, and strategic growth of colleges and universities.

We have followed development of the technical standards that govern the success of these “installations” since 1993; sometimes nudging technical committees — NFPA, IEEE, ASHRAE, BICSI and UL.   The topic is vast and runs fast so today we will review, and perhaps respond to, the public consultations that are posted on a near-daily basis.  Use the login credentials at the upper right of our home page.

Related:

Ernst & Young LLP: Why there is no silver bullet for data center financing

Data Center Growth

Gallery: Supercomputers & Data Centers

Data Center Wiring

Datacenter Architecture

Power Management For Data Centers Challenges And Opportunities

Data Center Operations & Maintenance

Inauguration of New Supercomputer

Big Data Applications in Edge-Cloud Systems

Supercomputer Tour

Data Center Metrics

RELLIS Data and Research Center: Coming Summer 2025

September 16, 2025
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The RELLIS Data and Research Center will be a public – private development with Texas A&M University.  The data center will be built on the new RELLIS Campus located in College Station, Texas.  It will offer cloud storage and outstanding managed services. The RELLIS Academy and Research Lab offers the ability for Texas A&M University to give real world data center experience to both students and faculty.

RELLIS Data and Research Center at Texas A&M University

Wood

September 15, 2025
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International Building Code Chapter 23: Wood

American Wood Council

“Arbor Day” 1932 | Grant Wood

Building schoolhouses with wood in the United States had significant practical and cultural implications, particularly during the 18th and 19th centuries. Wood was the most readily available and cost-effective material in many parts of the country. Abundant forests provided a plentiful supply, making it the logical choice for construction. The use of wood allowed communities to quickly and efficiently build schoolhouses, which were often the first public buildings erected in a new settlement.

Wooden schoolhouses were emblematic of the pioneering spirit and the value placed on education in early American society. These structures were often simple, reflecting the modest means of rural communities, but they were also durable and could be expanded or repaired as needed. The ease of construction meant that even remote and sparsely populated areas could establish schools, thereby fostering literacy and learning across the nation.

Moreover, wooden schoolhouses became cultural icons, representing the humble beginnings of the American educational system. They were often the center of community life, hosting social and civic events in addition to serving educational purposes. Today, preserved wooden schoolhouses stand as historical landmarks, offering a glimpse into the educational practices and community life of early America. Their construction reflects the resourcefulness and priorities of the early settlers who valued education as a cornerstone of their communities.

Building schoolhouses with wood presents several technical challenges, including durability, fire risk, maintenance, and structural limitations. Here are the key challenges in detail:

  1. Durability and Weather Resistance:
    • Rot and Decay: Wood is susceptible to rot and decay, especially in humid or wet climates. Without proper treatment and maintenance, wooden structures can deteriorate rapidly.
    • Pests: Termites and other wood-boring insects can cause significant damage, compromising the integrity of the building.
  2. Fire Risk:
    • Combustibility: Wood is highly flammable, increasing the risk of fire. This was a significant concern in historical and rural settings where firefighting resources were limited.
    • Safety Standards: Ensuring that wooden schoolhouses meet modern fire safety standards requires additional measures, such as fire-retardant treatments and the installation of fire suppression systems.
  3. Maintenance:
    • Regular Upkeep: Wooden buildings require frequent maintenance, including painting, sealing, and repairing any damage caused by weather or pests.
    • Cost: Ongoing maintenance can be costly and labor-intensive, posing a challenge for communities with limited resources.
  4. Structural Limitations:
    • Load-Bearing Capacity: Wood has limitations in terms of load-bearing capacity compared to materials like steel or concrete. This can restrict the size and design of the schoolhouse.
    • Foundation Issues: Wooden structures can experience foundation issues if not properly designed and constructed, leading to uneven settling and potential structural damage.
  5. Environmental Impact:
    • Deforestation: The widespread use of wood for construction can contribute to deforestation, which has environmental consequences. Sustainable sourcing practices are essential to mitigate this impact.
  6. Insulation and Energy Efficiency:
    • Thermal Insulation: Wood provides moderate thermal insulation, but additional materials and techniques are often required to ensure energy efficiency and comfort for students and staff.

Despite these challenges, wooden schoolhouses were popular in the past due to the availability of materials and ease of construction. Addressing these technical challenges requires careful planning, use of modern materials and techniques, and regular maintenance to ensure the longevity and safety of wooden schoolhouses.

Related:

Eurocode 5 (EN 1995): Design of timber structures

Soils and Foundations

Minimum Design Loads and Associated Criteria for Buildings and Other Structures

International Fire Code

Life Safety Code

Storm Shelters

National Design Specification for Wood Construction

September 15, 2025
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“The Country School” 1871 Winslow Homer

The 2024 National Design Specification for Wood Construction was developed by AWC’s Wood Design Standards Committee and approved as a standard by ANSI (American National Standards Institute) on October 16, 2023.  The 2024 NDS is referenced in the 2024 International Building Code.

FREE ACCESS

International Code Council Mass Timber: Outcomes of the ICC Tall Wood Ad Hoc Committee

The Old Schoolhouse | Flint Creek Oklahoma

Related:

Researchers Make Wood Stronger than Steel

Interior Finishes & Wood

September 15, 2025
mike@standardsmichigan.com
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International Building Code Chapter 23: Wood

“Office in a Small City” 1953 Edward Hopper

Chapter 8 of the International Building Code contains the performance requirements for controlling fire growth and smoke propagation within buildings by restricting interior finish and decorative materials.  A great deal of interior square footage presents fire hazard; even bulletin boards and decorations; as a simple web search will reveal.  We are respectful of the competing requirements of safety and ambience and try to assist in a reconciliation of these two objectives.

Free access to the current edition of the relevant section is linked below:

CHAPTER 8: Interior Finishes

The public input period of the Group A Codes — which includes the International Fire Code; which contains parent requirements for this chapter — closed in July 2nd.  Search on the word “interior”, or “school” or “classroom “in the document linked below for a sample of the ideas in play.

Update to the 2024 Group A – Consolidated Monograph Updates 3/18/2024

2021 REPORT OF THE COMMITTEE ACTION HEARINGS ON THE 2021 EDITIONS OF THE GROUP A INTERNATIONAL CODES

Development of Group A proceeds in the calendar linked below:

Current Code Development Cycle 2024-2026

Most of the ICC bibliography lies at the foundation of the safety and sustainability agenda of education communities everywhere so we follow development continuously; setting priorities according to our resources.  We keep the issues in this chapter on the standing agenda of our Interiors colloquium.  See our CALENDAR for the next online meeting; open to everyone.

Researchers Make Wood Stronger than Steel

September 15, 2025
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Mass Timber Primed for Wider Use? ( November 19, 2024). This article from the University of Florida’s Warrington College of Business explores the expanding use of mass timber in construction, including a planned mass timber building on the University of Florida’s Gainesville campus. It highlights CLT development and regional advantages in the Pacific Northwest, with examples from University of Oregon research.

Cross-Laminated Timber (CLT) (August 13, 2024). From Auburn University’s College of Forestry, Wildlife and Environment, this piece details the college’s involvement in mass timber research and construction through the university’s Mass Timber Collaborative. It emphasizes CLT’s growth in the Southeast US using southern pine, with multidisciplinary efforts in forestry, architecture, and engineering for campus and regional projects.

The Meteoric Rise of Cross-Laminated Timber Construction: 50 Projects that Use Engineered-Wood Architecture (November 18, 2024) Published by ArchDaily, this overview of CLT projects worldwide includes US examples like the Albina Yard in Portland (a pioneering CLT building), and discusses its application in sustainable campus and institutional structures, promoting domestic wood use in educational settings.

 

Construction Technology Careers: Carpentry, HVAC, Plumbing

September 15, 2025
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Construction Technology Careers: Carpentry, HVAC, Plumbing

Standards Colorado

One study, published in the Journal Social Forces in 2012, found that women’s educational preferences for a potential partner have been changing over time. The study found that in the 1960s and 1970s, women were more likely to prefer men with higher levels of education than themselves, while in the 1990s and 2000s, women were more likely to prefer partners with similar levels of education. The study also found that women’s educational preferences were influenced by their own educational attainment and the gender ratio of their college campus.

Another study, published in the journal Demography in 2015, found that women’s educational preferences for a potential partner varied depending on their own educational background and the gender ratio of their local area. The study found that women with higher levels of education were more likely to prefer men with similar levels of education, while women with lower levels of education were more likely to prefer men with higher levels of education. The study also found that women in areas with a higher ratio of men to women were more likely to prefer men with higher levels of education.

While these studies suggest that young women’s preferences for college-educated men as marriage partners may be influenced by a variety of factors, it is important to recognize that individual preferences and behaviors can vary widely and are influenced by a wide range of factors. Additionally, any generalizations about the preferences of “young women” or any other group should be approached with caution, as these preferences can vary widely depending on factors such as age, race, ethnicity, and socioeconomic status.

Wild Blueberry Pie

September 14, 2025
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Standards Maine

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