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Design Standard Readability

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.

 

Gallery: Graduation Commencement Speeches

“It is at leaving the college and entering the world that the education of youth begins…

It is less uniform than that of childhood but more dependent on chance, and doubtless more important.

The youth is then attacked by a greater number of sensations: all that surrounds him strikes him,

and strikes him forcibly.”

—  Claude-Adrien Helvétius (A Treatise on Man)

 

Constructor University (formerly, Jacobs University Bremen Germany) Graduation Band: “Freebird”

Intercollegiate Studies Institute | What Makes the West Strong (Sir Roger Scruton)

Hot Water on a Cold Day

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Standard Reference Material

Metrology is the scientific discipline that deals with measurement, including both the theoretical and practical aspects of measurement. It is a broad field that encompasses many different areas, including length, mass, time, temperature, and electrical and optical measurements.  The goal of metrology is to establish a system of measurement that is accurate, reliable, and consistent. This involves the development of standards and calibration methods that enable precise and traceable measurements to be made.

The International System of Units is the most widely used system of units today and is based on a set of seven base units, which are defined in terms of physical constants or other fundamental quantities.  Another important aspect of metrology is the development and use of measurement instruments and techniques. These instruments and techniques must be designed to minimize errors and uncertainties in measurements, and they must be calibrated against recognized standards to ensure accuracy and traceability.

Metrology also involves the development of statistical methods for analyzing and interpreting measurement data. These methods are used to quantify the uncertainty associated with measurement results and to determine the reliability of those results.

National Institute for Standards & Technology

Federal Participation in Consensus Standards

ARCHIVE: UM Welcomes ANSI 2015

Water and Sanitation

Standards March: Water

Water is essential for sanitation and hygiene — and proper sanitation is essential for protecting water sources from contamination and ensuring access to safe drinking water.  Access to safe water and sanitation is crucial for preventing the spread of waterborne diseases, which can be transmitted through contaminated water sources or poor sanitation practices. Lack of access to safe water and sanitation can lead to a range of health problems, including diarrheal diseases, cholera, typhoid, and hepatitis A.  

On the other hand, poor sanitation practices, such as open defecation, can contaminate water sources, making them unsafe for drinking, bathing, or cooking. This contamination can lead to the spread of diseases and illness, particularly in developing countries where access to clean water and sanitation facilities may be limited.

We track the catalog of the following ANSI accredited standards developers that necessarily require mastery of building premise water systems:

American Society of Heating, Refrigerating and Air-Conditioning Engineers: ASHRAE develops standards related to heating, ventilation, air conditioning, refrigeration systems — and more recently, standards that claim jurisdiction over building sites.

American Society of Mechanical Engineers: ASME develops standards related to boilers, pressure vessels, and piping systems.

American Water Works Association: AWWA is a standards development organization that publishes a wide range of standards related to water supply, treatment, distribution, and storage.

ASTM International: ASTM develops and publishes voluntary consensus standards for various industries, including water-related standards. They cover topics such as water quality, water sampling, and water treatment.

National Fire Protection Association: NFPA develops fire safety standards, and some of their standards are related to water, such as those covering fire sprinkler systems and water supplies for firefighting within and outside buildings.  We deal with the specific problems of sprinkler water system safety during our Prometheus colloquia.

National Sanitation Foundation International (NSF International): NSF International develops standards and conducts testing and certification for various products related to public health and safety, including standards for water treatment systems and products.

Underwriters Laboratories (UL): UL is a safety consulting and certification company that develops standards for various industries. They have standards related to water treatment systems, plumbing products, and fire protection systems.

 

United States Standards System


* The evolution of building interior water systems has undergone significant changes over time to meet the evolving needs of society. Initially, water systems were rudimentary, primarily consisting of manually operated pumps and gravity-fed distribution systems. Water was manually fetched from wells or nearby sources, and indoor plumbing was virtually nonexistent.

The Industrial Revolution brought advancements in plumbing technology. The introduction of pressurized water systems and cast-iron pipes allowed for the centralized distribution of water within buildings. Separate pipes for hot and cold water became common, enabling more convenient access to water for various purposes. Additionally, the development of flush toilets and sewage systems improved sanitation and hygiene standards.

In the mid-20th century, the advent of plastic pipes, such as PVC (polyvinyl chloride) and CPVC (chlorinated polyvinyl chloride), revolutionized plumbing systems. These pipes offered durability, flexibility, and ease of installation, allowing for faster and more cost-effective construction.

The latter part of the 20th century witnessed a growing focus on water conservation and environmental sustainability. Low-flow fixtures, such as toilets, faucets, and showerheads, were introduced to reduce water consumption without compromising functionality. Greywater recycling systems emerged, allowing the reuse of water from sinks, showers, and laundry for non-potable purposes like irrigation.

With the advancement of digital technology, smart water systems have emerged in recent years. These systems integrate sensors, meters, and automated controls to monitor and manage water usage, detect leaks, and optimize water distribution within buildings. Smart technologies provide real-time data, enabling better water management, energy efficiency, and cost savings.

The future of building interior water systems is likely to focus on further improving efficiency, sustainability, and water quality. Innovations may include enhanced water purification techniques, decentralized water treatment systems, and increased integration of smart technologies to create more intelligent and sustainable water systems.

The first mover in building interior water supply systems can be traced back to the ancient civilizations of Mesopotamia, Egypt, and the Indus Valley. However, one of the earliest known examples of sophisticated indoor plumbing systems can be attributed to the ancient Romans.

The Romans were pioneers in constructing elaborate water supply and distribution networks within their cities. They developed aqueducts to transport water from distant sources to urban centers, allowing for a centralized water supply. The water was then distributed through a network of lead or clay pipes to public fountains, baths, and private residences.

One notable example of Roman plumbing ingenuity is the city of Pompeii, which was buried by the eruption of Mount Vesuvius in 79 AD. The excavation of Pompeii revealed a well-preserved plumbing system that included indoor plumbing in some houses. These systems featured piped water, private bathrooms with flushing toilets, and even hot and cold water systems.

The Romans also invented the concept of the cloaca maxima, an ancient sewer system that collected and transported wastewater away from the city to nearby bodies of water. This early recognition of the importance of sanitation and wastewater management was a significant advancement in public health.

While the Romans were not the only ancient civilization to develop indoor plumbing systems, their engineering prowess and widespread implementation of water supply and sanitation infrastructure make them a key player in the history of building interior water systems.

Freely Available ICT Standards

United States Technical Advisory Group Administrator: INCITS

TC 64 Electrical installations and protection against electric shock

“Le Lac Léman ou Près d’Evian au lac de Genève” 1883 François BocionISO and IEC Joint Technical Committee 1  is the work center for international information and communications technology (ICT) standards that are relevant to education communities.  In accordance with ISO/IEC JTC 1 and the ISO and IEC Councils, some International Standards and other deliverables are made freely available for standardization purposes.

Freely Available International Standards

We at least follow action, and sometimes contribute data and user-interest perspective, to the development of standards produced by several ANSI-accredited ICT standard developing organizations — ATIS, BICSI, IEEE, INCITS, TIA among them.  US-based organizations may communicate directly with Lisa Rajchel, ANSI’s ISO/IEC JTC 1 Senior Director for this project: lrajchel@ansi.org.  Our colleagues at other educational organizations should contact their national standards body.

We scan the status of Infotech and Cloud standards periodically and collaborate with a number of IEEE Societies.  See our CALENDAR for the next online meeting; open to everyone.

More

The ISO/IEC Joint Technical Committee for Information Technology (JTC 1)

ISO/IEC JTC 1/SC 36 Information technology for learning, education and training

ISO/IEC JTC 1/SC 32 Data management and interchange

Standards for American Prosperity

 

Crucial Role of Standards for American Prosperity Highlighted in CSIS Roundtable Session with S. Joe Bhatia

 

Here are some of the ways in which government regulations impede economic growth:

  1. Increased costs: Regulations can impose additional costs on businesses, which can affect their ability to operate efficiently and compete in the marketplace. For example, regulations can require businesses to invest in new technologies or processes to comply with environmental or safety standards, which can increase their expenses.
  2. Reduced innovation: Some people believe that regulations can stifle innovation and entrepreneurship, as businesses may be hesitant to invest in new products or technologies that could be subject to strict regulations. This can limit the potential for new businesses to emerge and grow.
  3. Slowed job growth: Regulations can increase the cost of doing business, which can lead to reduced hiring and slower job growth. This can be particularly challenging for small businesses that may not have the resources to comply with regulatory requirements.
  4. Reduced competition: Regulations can sometimes create barriers to entry for new businesses, which can reduce competition and limit economic growth. This can be particularly true in industries that are heavily regulated, such as healthcare and finance.
  5. Reduced trade: Regulations can make it more difficult for businesses to operate in international markets, as they may face additional regulatory requirements and trade barriers. This can limit economic growth and reduce opportunities for businesses to expand their operations.

It is important to note that regulations can also have benefits, such as protecting consumers and the environment, promoting fair competition, and fostering innovation. It’s essential to strike a balance between regulatory requirements and economic growth to ensure that businesses can thrive while also protecting public health and safety. 

The U.S. Standards System effectively provides a “shadow government” that runs parallel to the elected government so that a balance of informed voices are present in formulating what Montesquieu called the “necessary laws”.   See our ABOUT.

More

NIST: Procedures for the Development of American National Standards

ANSI Essential Requirements: Due process requirements for American National Standards

Office of Management & Budget Circulars in Numerical Sequence

An Expanded Study of School Bond Elections in Michigan

Gallery: School Bond Referenda

As of January 2022, there were a few municipalities in the United States that allowed non-citizens to vote in local elections, but no entire states. These municipalities included:

San Francisco, California: Non-citizens are allowed to vote in school board elections.
Chicago, Illinois: Non-citizens are allowed to vote in school board elections.
Takoma Park, Maryland: Non-citizens are allowed to vote in local elections.

It’s worth noting that these policies may change over time as local governments make decisions regarding voting rights. For the most up-to-date information, it’s best to consult the specific laws and regulations of each municipality or state.

"Election Day, 1944" | Norman Rockwell for the Saturday Evening Post

“Election Day, 1944” | Norman Rockwell for the Saturday Evening Post

School bond elections — either at county or district level — are processes through which communities vote to authorize the issuance of bonds to fund various projects and improvements in their local school districts.  The elections determine the quality of educational settlements –new school buildings, renovating existing facilities, upgrading technology, and improving safety measures. The outcomes of these elections directly affect the quality of education and learning environments for students within the county. Successful bond measures can stimulate economic growth by creating jobs and attracting families to the area.

Community involvement and voter turnout are essential in determining the allocation of resources and shaping the quality of life for its citizens.  In recent years, however, voter ambivalence about the education “industry” in general, the rise of home schooling and other cultural factors, complicate choices presented to voters.

Financial Services

Retrodiction

“In a world of infinite information,

the scarce resource is attention.”

Eric Weinstein

 

By design, we do not provide a SEARCH function. We are a niche practice in a subtle, time-sensitive domain with over 30 years of case history.  We were the first movers in the largest building construction market in the world.  We are happy to answer all questions but place priority on collaborations.  We provide links to the most accessed topics in recent days. All queries presented during our “Open Office Hours” every work day, or via email, are gratefully received and prompt a near-immediate response.

Community Hub Schools

“Imitation is not just the sincerest form of flattery
—it’s the sincerest form of learning.”

Podcast Production

Secretariat: China

Performance Monitoring for Power Plants

Flying Tigers

Apple Picking Robot

Babcock Neighborhood School

Towards Crafting Beer with Artificial Intelligence

Sisu

Promovendus maakt recyclebaar rubber

Sport Lighting

Architectural Billings

Storm Shelters

Masonry

Fireplace Brickwork

Trowel Trades

Soils and Foundations

Installer Tile Specialist Installation Standards

General Conditions of the Construction Contract

Occupancy Classification and Use

Naming & Signs

Life Safety Code

Abiit sed non oblita | Rebecca Luker

International Property Maintenance Code

THE GLOBAL LANGUAGE FOR COLOUR

Fireplace Safety

Inglenook

Radio 400

Maslenitsa “Pancake Week”

Home Economics

Birds in Winter

Cultural Resource Properties

The “Groundhog Day” Effect

Athletic Equipment Safety Standards

Punxsutawney High School Groundhog Day Assembly

Animal Safety

Throwing Stones

International Zoning Code

City Chickens 101

Abiit sed non oblitus | Houghton County Michigan

Shoe Fly Pie

Pink Squirrel

7th Edition (2018): Geometric Design of Highways & Streets

Wayfinding

Throwing Stones

Concrete Matters

Life Safety Code

International Zoning Code

Sabbath

Bowling and Billiards

How to Care for Horses in the Winter

Uniform Swimming Pool, Spa & Hot Tub Code

LIVE: KWVS 101.5 FM

California Code Adoption for Local Jurisdictions

Climate Psychosis

Sacred Spaces

Chanson de Nuit, Op. 15, No. 1

Slow Cooker Beef Stew

Gallery: Planetariums

Peach Mountain Radio Observatory

Observatories & Planetariums

Catcher in the Rye

Mince Pie & Tea

“Season of Light Illumination”

Animal Care during the Holidays

Evensong “Simple Gifts”

Special Events

Dahlgren Hall & “Seasoned” Coffee Mug Stories

Egg Nog Riot of 1826

Pain aux Raisins & Café au lait avec presse française

Textiles

Dresdner Stadtfest

“Season of Light Illumination”

Gallery: Graduation Commencement Speeches

Acoustics

La Loi Ne Fait Plus Le Bonheur

Theater Safety

Pain aux Raisins & Café au lait avec presse française

Alexis de Tocqueville on the Foundations of American Democracy

Abiit sed non oblita | Rebecca Luker

Christmas Bread & “Liberty Teas”

International Property Maintenance Code

What is Happening to the Family, and Why?

Charcuterie

BEAUJOLAIS NOUVEAU

Clery Act

Sports Equipment & Surfaces

Guide to Premises Security

World Census of Agriculture

Healthcare Organization Management

Cinq ans après

International Fire Code

Traditional Latin Mass

Inglenook

Fireplace Lounges

Standard for Portable Fire Extinguishers

Oxford College Student Center

Preparing Your Garden for Winter

Create a Winter Bird Haven

Duncan Stroik Architect

Code ignis MMXXVII

International Fire Code

Gallery: School Bond Referenda

Refrigeration Systems: Cadaver Preservation

Mortuary Arts

Standard for Interactions Between Medical Examiner, Coroner and Death Investigation Agencies

The Halloween Problem

Waterfowl Research

Monster Culture

Gross Anatomy Lab Renovation

Falsus in uno, Falsus in omnibus

Construction Technology Careers: Carpentry, HVAC, Plumbing

Data Center Bust & Boom

Data Center Wiring

Refrigeration Systems: Cadaver Preservation

Energy Standard for Data Centers

August 14, 2003

Social networks and culture in birds

Color Metrology

Interior Finishes

Color Calculation Standard E3415

GET TO KNOW YOUR CREWS: PAINT SHOP

What Is A Standard Drink?

Uniform Swimming Pool, Spa & Hot Tub Code

Paint Hazard Management

Electrical Commissioning Specifications

Construction Technology Careers: Carpentry, HVAC, Plumbing

Sport Lighting

City Chickens 101

LIVE: 91.3 FM Cal Poly Student Radio

Data Center Wiring

High-voltage switchgear and controlgear

Lingua Franca

Water and Sanitation

Bleachers, Folding Seating & Grandstands

Classroom Furniture

First Day of School

Uniform Swimming Pool, Spa & Hot Tub Code

“The Boys in the Boat”

Group A Model Building Codes

Acceptable Performance Standard for District Cooling Systems

Farm Electrical Power

Keeping Animals Cool

Farm Electrical Power

Evensong “Knoxville: Summer of 1915”

Peach Mountain Radio Observatory

Uniform Plumbing Code

Uniform Swimming Pool, Spa & Hot Tub Code

International Zoning Code

Energy Standard for *Sites* and Buildings

Protecting Animals When Disaster Strikes

S. 5: Laken Riley Act

Entertainment Occupancies

Steeplechase Water Jump

C++

The Best Student-Friendly Brownies

print(“Python”)

Michigan State University

Oxford College Student Center

Sacred Spaces

Laboratory Fume Hood Safety

University of Iowa | Johnson County

2028 National Electrical Safety Code

Национа́льный иссле́довательский То́мский госуда́рственный университе́т

Robie House

Making Greenwich the centre of the world

Roger Scruton Memorial Lectures

Electrical heat tracing: international harmonization-now and in the future


Winter Vegetable Soup

Electrical heat tracing: international harmonization-now and in the future

Brankscom Hall Toronto

Fire Alarm & Signaling Code

Ice Swimming

Uniform Plumbing Code


Banished Words 2025 (And words that refuse to be banished)

Ædificare & Utilization


“It is a truth universally acknowledged, that a single man in possession

of a good fortune, must be in want of a wife.”

Pride and Prejudice by Jane Austen

 

 

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