The document discusses potential issues with carbon dioxide (CO2) levels in indoor air quality and their effects on human productivity. The author notes subjective experiences of fatigue in meetings that could be caused by high CO2 levels. Studies cited show decreases in decision-making skills at CO2 levels between 1000-2500 ppm, with general drowsiness occurring between 1000-2500 ppm and potential health effects above 2500 ppm. To address this, the author recommends testing CO2 levels in the building and implementing solutions like improved ventilation if high levels are found.
Good Indoor Air Quality Increases Productivity, Study ShowsAngel_Gregoire
Every year, about 3.8 million people die globally from illnesses attributed to indoor air pollution. The pollution is usually caused by inefficient use of kerosene when cooking. For developed nations like the US, on the other hand, the most dangerous causes of poor indoor air quality are tobacco smoke and radon. Radon is especially dangerous because it is odorless and colorless. As a result, it cannot be detected without a special testing device.
We are a company with big ideas about purifying air inside your facility naturally. Our idea is multidimensional with the idea od optimizing your space in the most effective and natural way via incorporating different products that work in harmony thereby creating a self sustaining natural system.
http://www.plantyourair.com/index.html
Green Building And Indoor Air Quality Jpl 6 14 09guest23a287b
MicroShield Environmental Services provides a presentation reviewing their approach to Indoor Air Quality and Green Building.
Presentation by John P. Lapotaire, CIEC
for Lake and Sumnter County Home Builders Association.
Determining levels of carbon dioxide, carbon monoxide and thermal comfort ins...KHALIL EL KHATEEB
Indoor environmental quality (IEQ) is one of the most important factors that affect the residents of the indoor locations. CO2, CO and thermal comfort is the most famous parameters, and IUG is considered as a leader in the pursuit of providing satisfaction for workers. This study aims to identify the impact of the elements of indoor environmental quality on the employees of IUG and to compare these elements with the international recognized standards. This study was conducted on 22 rooms within IUG, where employees spend more 7 hours in their offices during three seasons: winter, and summer, in two stages, the first stage: field work, by measuring the concentration of CO2, CO, Humidity and temperature by using the relevant devices, the second stage: designing a questionnaire for exploring the extent of the impact of The study shows the following results: 80% of IUG employees are satisfied with thermal comfort and the concentration of CO is appropriate and less than the standards (9ppm). CO2 is high in the rooms that rely on centralized air conditioning, and there is a negative relationship between the ventilation ratio and the concentration of CO2. There is a significant statistical difference between CO2 measurements according to seasons these factors on the employees working indoors. The university employees felt the symptoms of health issues related to carbon dioxide concentration. The study concluded that CO2, CO concentrations are varied inside the rooms of the university and the environmental awareness of these factors and their effect need to be enforced
Indoor air quality (IAQ) is a term which refers to the air quality within and around buildings and structures, especially as it relates to the health and comfort of building occupants.
Good Indoor Air Quality Increases Productivity, Study ShowsAngel_Gregoire
Every year, about 3.8 million people die globally from illnesses attributed to indoor air pollution. The pollution is usually caused by inefficient use of kerosene when cooking. For developed nations like the US, on the other hand, the most dangerous causes of poor indoor air quality are tobacco smoke and radon. Radon is especially dangerous because it is odorless and colorless. As a result, it cannot be detected without a special testing device.
We are a company with big ideas about purifying air inside your facility naturally. Our idea is multidimensional with the idea od optimizing your space in the most effective and natural way via incorporating different products that work in harmony thereby creating a self sustaining natural system.
http://www.plantyourair.com/index.html
Green Building And Indoor Air Quality Jpl 6 14 09guest23a287b
MicroShield Environmental Services provides a presentation reviewing their approach to Indoor Air Quality and Green Building.
Presentation by John P. Lapotaire, CIEC
for Lake and Sumnter County Home Builders Association.
Determining levels of carbon dioxide, carbon monoxide and thermal comfort ins...KHALIL EL KHATEEB
Indoor environmental quality (IEQ) is one of the most important factors that affect the residents of the indoor locations. CO2, CO and thermal comfort is the most famous parameters, and IUG is considered as a leader in the pursuit of providing satisfaction for workers. This study aims to identify the impact of the elements of indoor environmental quality on the employees of IUG and to compare these elements with the international recognized standards. This study was conducted on 22 rooms within IUG, where employees spend more 7 hours in their offices during three seasons: winter, and summer, in two stages, the first stage: field work, by measuring the concentration of CO2, CO, Humidity and temperature by using the relevant devices, the second stage: designing a questionnaire for exploring the extent of the impact of The study shows the following results: 80% of IUG employees are satisfied with thermal comfort and the concentration of CO is appropriate and less than the standards (9ppm). CO2 is high in the rooms that rely on centralized air conditioning, and there is a negative relationship between the ventilation ratio and the concentration of CO2. There is a significant statistical difference between CO2 measurements according to seasons these factors on the employees working indoors. The university employees felt the symptoms of health issues related to carbon dioxide concentration. The study concluded that CO2, CO concentrations are varied inside the rooms of the university and the environmental awareness of these factors and their effect need to be enforced
Indoor air quality (IAQ) is a term which refers to the air quality within and around buildings and structures, especially as it relates to the health and comfort of building occupants.
indoor air quality especially in schools is a function of the levels of invisible particles, irritant gases, and infectious microbes. Mature Filtration and Air Cleaning Technology can be used to lower the levels of these pollutants indoors and to lower the potential health effects on occupants
Evaluation of the indoor air quality of beato angelico building of the univer...University of Santo Tomas
This research work on the Evaluation of the Indoor Air Quality of Beato Angelico Building of the University of Santo Tomas, Manila was made possible through a grant provided by the university.
1
3
Sun Coast Remediation Project
Michell Muldrow
Columbia Southern University
Research Methods
Dr. Senft
November 17, 2021
Table of Contents
Contents
Executive Summary 4
1.0 Introduction 5
1.1. Statement of Problems 5
1.1.1. Particulate Matter (PM) 5
1.1.2. Safety Training Effectiveness 6
1.1.3. Sound-Level Exposure 6
1.1.4. New Employee Training 6
1.1.5. Lead Exposure 7
1.1.6. Return-On-Investment 7
2.0. Literature Review 7
2.1. Particulate Matter (PM) Article 7
2.2. Safety Training Effectiveness 8
2.3. Sound-Level Exposure 9
2.4. New Employee Training 9
2.5. Lead Exposure 10
2.6. Return on Investment 10
3.0. Research Objectives, Research Questions, and Hypotheses 11
4.0. Research Methodology, Design, and Methods 14
4.1. Research Methodology 14
4.2. Research Design 14
4.3. Research Methods 15
4.3.1. Data Collection Methods 15
4.3.2. Sampling Design 15
5.0. Data Analysis Procedures 16
5.1. Data Analysis: Descriptive Statistics and Assumption Testing 17
5.1.2.1. Frequency Distribution Table 20
5.1.3.1. Frequency Distribution Table 22
5.1.4.1. Frequency Distribution Table 26
Testing 30
6.0. Findings and Recommendation 42
6.1. Findings 42
6.2. Recommendations 43
6.2.1. Particulate Matter Recommendation 43
6.2.2. Safety Training Effectiveness Recommendation 43
6.2.3. Sound-Level Exposure Recommendation 43
6.2.4. New Employee Training Recommendation 44
6.2.5. Lead Exposure Recommendation. 44
6.2.6. Return on Investment Recommendation 44
References 45
Executive Summary
Business executives are primarily concerned about the strategies to adopt to increase business transactions. Therefore, they screen various aspects to determine the critical areas that require to be solved using the business research method. The senior leaders at Sun Coast want to see the projects conducted to completion.
The paper comprises sections such as data collection, generating statements of problems, literature review, research objectives, research questions and hypothesis, methodology, design and methods, data analysis, finding, and recommendation.
1.0 Introduction
Senior leadership at Sun Coast has identified several areas for concern that they believe could be solved using business research methods. The previous director was tasked with researching to help provide information to make decisions about these issues. Although data were collected, the project was never completed. Senior leadership is interested in seeing the project through to fruition. The following is the completion of that project and includes a statement of the problems, literature review, research objectives, research questions and hypotheses, research methodology, design and methods, data analysis, findings, and recommendations. 1.1. Statement of Problems
Six business problems were identified:
1.1.1. Particulate Matter (PM)
There is a concern that job-site particle pollution is adversely impacting employee health. Although respirators are required in certain environments, particulate mat ...
1
3
Sun Coast Remediation Project
Michell Muldrow
Columbia Southern University
Research Methods
Dr. Senft
November 17, 2021
Table of Contents
Contents
Executive Summary 4
1.0 Introduction 5
1.1. Statement of Problems 5
1.1.1. Particulate Matter (PM) 5
1.1.2. Safety Training Effectiveness 6
1.1.3. Sound-Level Exposure 6
1.1.4. New Employee Training 6
1.1.5. Lead Exposure 7
1.1.6. Return-On-Investment 7
2.0. Literature Review 7
2.1. Particulate Matter (PM) Article 7
2.2. Safety Training Effectiveness 8
2.3. Sound-Level Exposure 9
2.4. New Employee Training 9
2.5. Lead Exposure 10
2.6. Return on Investment 10
3.0. Research Objectives, Research Questions, and Hypotheses 11
4.0. Research Methodology, Design, and Methods 14
4.1. Research Methodology 14
4.2. Research Design 14
4.3. Research Methods 15
4.3.1. Data Collection Methods 15
4.3.2. Sampling Design 15
5.0. Data Analysis Procedures 16
5.1. Data Analysis: Descriptive Statistics and Assumption Testing 17
5.1.2.1. Frequency Distribution Table 20
5.1.3.1. Frequency Distribution Table 22
5.1.4.1. Frequency Distribution Table 26
Testing 30
6.0. Findings and Recommendation 42
6.1. Findings 42
6.2. Recommendations 43
6.2.1. Particulate Matter Recommendation 43
6.2.2. Safety Training Effectiveness Recommendation 43
6.2.3. Sound-Level Exposure Recommendation 43
6.2.4. New Employee Training Recommendation 44
6.2.5. Lead Exposure Recommendation. 44
6.2.6. Return on Investment Recommendation 44
References 45
Executive Summary
Business executives are primarily concerned about the strategies to adopt to increase business transactions. Therefore, they screen various aspects to determine the critical areas that require to be solved using the business research method. The senior leaders at Sun Coast want to see the projects conducted to completion.
The paper comprises sections such as data collection, generating statements of problems, literature review, research objectives, research questions and hypothesis, methodology, design and methods, data analysis, finding, and recommendation.
1.0 Introduction
Senior leadership at Sun Coast has identified several areas for concern that they believe could be solved using business research methods. The previous director was tasked with researching to help provide information to make decisions about these issues. Although data were collected, the project was never completed. Senior leadership is interested in seeing the project through to fruition. The following is the completion of that project and includes a statement of the problems, literature review, research objectives, research questions and hypotheses, research methodology, design and methods, data analysis, findings, and recommendations. 1.1. Statement of Problems
Six business problems were identified:
1.1.1. Particulate Matter (PM)
There is a concern that job-site particle pollution is adversely impacting employee health. Although respirators are required in certain environments, particulate mat ...
indoor air quality especially in schools is a function of the levels of invisible particles, irritant gases, and infectious microbes. Mature Filtration and Air Cleaning Technology can be used to lower the levels of these pollutants indoors and to lower the potential health effects on occupants
Evaluation of the indoor air quality of beato angelico building of the univer...University of Santo Tomas
This research work on the Evaluation of the Indoor Air Quality of Beato Angelico Building of the University of Santo Tomas, Manila was made possible through a grant provided by the university.
1
3
Sun Coast Remediation Project
Michell Muldrow
Columbia Southern University
Research Methods
Dr. Senft
November 17, 2021
Table of Contents
Contents
Executive Summary 4
1.0 Introduction 5
1.1. Statement of Problems 5
1.1.1. Particulate Matter (PM) 5
1.1.2. Safety Training Effectiveness 6
1.1.3. Sound-Level Exposure 6
1.1.4. New Employee Training 6
1.1.5. Lead Exposure 7
1.1.6. Return-On-Investment 7
2.0. Literature Review 7
2.1. Particulate Matter (PM) Article 7
2.2. Safety Training Effectiveness 8
2.3. Sound-Level Exposure 9
2.4. New Employee Training 9
2.5. Lead Exposure 10
2.6. Return on Investment 10
3.0. Research Objectives, Research Questions, and Hypotheses 11
4.0. Research Methodology, Design, and Methods 14
4.1. Research Methodology 14
4.2. Research Design 14
4.3. Research Methods 15
4.3.1. Data Collection Methods 15
4.3.2. Sampling Design 15
5.0. Data Analysis Procedures 16
5.1. Data Analysis: Descriptive Statistics and Assumption Testing 17
5.1.2.1. Frequency Distribution Table 20
5.1.3.1. Frequency Distribution Table 22
5.1.4.1. Frequency Distribution Table 26
Testing 30
6.0. Findings and Recommendation 42
6.1. Findings 42
6.2. Recommendations 43
6.2.1. Particulate Matter Recommendation 43
6.2.2. Safety Training Effectiveness Recommendation 43
6.2.3. Sound-Level Exposure Recommendation 43
6.2.4. New Employee Training Recommendation 44
6.2.5. Lead Exposure Recommendation. 44
6.2.6. Return on Investment Recommendation 44
References 45
Executive Summary
Business executives are primarily concerned about the strategies to adopt to increase business transactions. Therefore, they screen various aspects to determine the critical areas that require to be solved using the business research method. The senior leaders at Sun Coast want to see the projects conducted to completion.
The paper comprises sections such as data collection, generating statements of problems, literature review, research objectives, research questions and hypothesis, methodology, design and methods, data analysis, finding, and recommendation.
1.0 Introduction
Senior leadership at Sun Coast has identified several areas for concern that they believe could be solved using business research methods. The previous director was tasked with researching to help provide information to make decisions about these issues. Although data were collected, the project was never completed. Senior leadership is interested in seeing the project through to fruition. The following is the completion of that project and includes a statement of the problems, literature review, research objectives, research questions and hypotheses, research methodology, design and methods, data analysis, findings, and recommendations. 1.1. Statement of Problems
Six business problems were identified:
1.1.1. Particulate Matter (PM)
There is a concern that job-site particle pollution is adversely impacting employee health. Although respirators are required in certain environments, particulate mat ...
1
3
Sun Coast Remediation Project
Michell Muldrow
Columbia Southern University
Research Methods
Dr. Senft
November 17, 2021
Table of Contents
Contents
Executive Summary 4
1.0 Introduction 5
1.1. Statement of Problems 5
1.1.1. Particulate Matter (PM) 5
1.1.2. Safety Training Effectiveness 6
1.1.3. Sound-Level Exposure 6
1.1.4. New Employee Training 6
1.1.5. Lead Exposure 7
1.1.6. Return-On-Investment 7
2.0. Literature Review 7
2.1. Particulate Matter (PM) Article 7
2.2. Safety Training Effectiveness 8
2.3. Sound-Level Exposure 9
2.4. New Employee Training 9
2.5. Lead Exposure 10
2.6. Return on Investment 10
3.0. Research Objectives, Research Questions, and Hypotheses 11
4.0. Research Methodology, Design, and Methods 14
4.1. Research Methodology 14
4.2. Research Design 14
4.3. Research Methods 15
4.3.1. Data Collection Methods 15
4.3.2. Sampling Design 15
5.0. Data Analysis Procedures 16
5.1. Data Analysis: Descriptive Statistics and Assumption Testing 17
5.1.2.1. Frequency Distribution Table 20
5.1.3.1. Frequency Distribution Table 22
5.1.4.1. Frequency Distribution Table 26
Testing 30
6.0. Findings and Recommendation 42
6.1. Findings 42
6.2. Recommendations 43
6.2.1. Particulate Matter Recommendation 43
6.2.2. Safety Training Effectiveness Recommendation 43
6.2.3. Sound-Level Exposure Recommendation 43
6.2.4. New Employee Training Recommendation 44
6.2.5. Lead Exposure Recommendation. 44
6.2.6. Return on Investment Recommendation 44
References 45
Executive Summary
Business executives are primarily concerned about the strategies to adopt to increase business transactions. Therefore, they screen various aspects to determine the critical areas that require to be solved using the business research method. The senior leaders at Sun Coast want to see the projects conducted to completion.
The paper comprises sections such as data collection, generating statements of problems, literature review, research objectives, research questions and hypothesis, methodology, design and methods, data analysis, finding, and recommendation.
1.0 Introduction
Senior leadership at Sun Coast has identified several areas for concern that they believe could be solved using business research methods. The previous director was tasked with researching to help provide information to make decisions about these issues. Although data were collected, the project was never completed. Senior leadership is interested in seeing the project through to fruition. The following is the completion of that project and includes a statement of the problems, literature review, research objectives, research questions and hypotheses, research methodology, design and methods, data analysis, findings, and recommendations. 1.1. Statement of Problems
Six business problems were identified:
1.1.1. Particulate Matter (PM)
There is a concern that job-site particle pollution is adversely impacting employee health. Although respirators are required in certain environments, particulate mat ...
Green Building Alliance - Building Systems and IEQ Informed by CovidPete Jefferson
A session delivered by Pete Jefferson, PE, WELL Faculty, HBDP of BranchPattern. In it, he explores the good, the bad, and the ugly relative to building HVAC systems and IEQ in the age of COVID-19. The session highlights the use of a new tool called the Facility Infection Risk Estimator (found on BranchPattern's website) which allows for a user to calculate the probability of infection due to indoor environmental conditions. The presenter also draws on work done performing building assessments, retro-commissioning, and energy modeling to help inform choices that yield healthy and efficient buildings. This presentation was delivered on October 16, 2020 to the Green Building Alliance (Pittsburgh, PA).
Assessment of Biowalls: An Overview of Plant and Microbial-Based Indoor Air Purification System
`
For more information, Please see websites below:
`
Organic Edible Schoolyards & Gardening with Children =
http://scribd.com/doc/239851214 ~
`
Double Food Production from your School Garden with Organic Tech =
http://scribd.com/doc/239851079 ~
`
Free School Gardening Art Posters =
http://scribd.com/doc/239851159 ~
`
Increase Food Production with Companion Planting in your School Garden =
http://scribd.com/doc/239851159 ~
`
Healthy Foods Dramatically Improves Student Academic Success =
http://scribd.com/doc/239851348 ~
`
City Chickens for your Organic School Garden =
http://scribd.com/doc/239850440 ~
`
Simple Square Foot Gardening for Schools - Teacher Guide =
http://scribd.com/doc/239851110 ~
iAir is a wearable necklace air quality detector. It is able to detect temperature and many contaminating gases of low concentrations including CO, alcohol, volatiles of cosmetics, acetone etc. Then visualize the information by changing LED color and on mobile phone through Bluetooth. iAir is a combination of fashion & design, physical computing, circuit design, and mobile & server development.
iAir is the project after half-semester research of indoor air pollution. With the idea of quantifying self and monitoring health, it is targeted to provide the easiest way to detect air quality surround you.
Use of Living Pot-Plants to Cleanse Indoor Air
`
For more information, Please see websites below:
`
Organic Edible Schoolyards & Gardening with Children
http://scribd.com/doc/239851214
`
Double Food Production from your School Garden with Organic Tech
http://scribd.com/doc/239851079
`
Free School Gardening Art Posters
http://scribd.com/doc/239851159`
`
Increase Food Production with Companion Planting in your School Garden
http://scribd.com/doc/239851159
`
Healthy Foods Dramatically Improves Student Academic Success
http://scribd.com/doc/239851348
`
City Chickens for your Organic School Garden
http://scribd.com/doc/239850440
`
Simple Square Foot Gardening for Schools - Teacher Guide
http://scribd.com/doc/239851110
1. NevinSawyer
OperationsEngineeringCo-op
January23rd
, 2014
1
Carbon Dioxide and Productivity Effects
Objective: To raise awareness about potential issues in air quality and CO2 levels and to propose
solution ideas on this topic.
As an industrial engineering major, part of what I study and try to monitor is human efficiency. There is
reason to suspect that throughout this building, the conference rooms specifically, human efficiency is
not being maximized due to potentially elevated levels of carbon dioxide. While relatively lower levels -
up to 5000 ppm (parts per million) - of CO2 generally do not pose serious health risks (1), there are
relevant studies that illustrate how CO2 in lower and realistic office setting ranges - 0 ppm to 5000 ppm
- can cause decrease in decision making skills, information usage, and motivation.
During some meetings in the conference room, I personally have noticed increased fatigue and lack of
alertness beyond normal levels for myself--some may claim it is just boredom, but that does not seem to
stand true for me. I have also talked to other people who have noticed similar effects. In school, I have
studied issues about air quality and its effects on human productivity, and these observed symptoms
seem like indications of air quality that could use improvement. However, these are just subjective
claims that require scientific backing.
One study by the Lawrence Berkley National Laboratory states that “The primary indoor source of CO2
in office buildings is the respiration of the building occupants” (3). During conferences there are many
people enclosed within a sealed room; people exhale CO2 and the sealed room does not allow air to
escape, potentially escalating CO2 levels. Furthermore, a separate study cites meeting places as being
able to reach levels up to 2000 ppm (4), where the American Society of Heating, Refrigerating and Air
Conditioning Engineers recommends this should be no more than 800 ppm (1) for optimum conditions.
This evidence has led me to believe that the CO2 levels inside of this building might not be ideal.
EHP (Environmental Health Perspectives) gives clear evidence into the effects of higher amounts of
CO2 exposure on productivity. Their study was performed by placing three groups of people into
different rooms with varied levels of pure CO2 contained (600 ppm, 1000 ppm, 2500 ppm) where
temperature and ventilation were held constant (2). These groups were not given knowledge to the
amount of CO2 in the room before they were given a computer test called the Strategic Management
Simulation to test decision making skills (2). Another similar, but separate, study confirms these results
on the same computer test where the exposed levels were 400 ppm, 1000 ppm, and 2500 ppm (5). The
results of both of these studies are displayed below as Figures 1 and 2 respectively. In addition, The
Engineering Toolbox cites carbon dioxide levels from 1000-2500ppm as creating “general drowsiness”
in people, and the range from 2500-5000ppm is where “adverse health effects [should be] expected” (6).
These levels are not unheard of in office spaces.
2. 2
While I cannot say for sure if there is or is not too much CO2 inside our building, I do believe that this
issue is significant enough to look into. Impaired initiative and decision making skills in a conference
room sounds like a recipe for economic repercussions (perhaps subtle ones albeit). Not to mention, some
of the effects such as “general drowsiness” are just uncomfortable and not ideal. To avoid this, I
recommend that we at least buy a CO2 sensor, if we do not already have one, to test the air in the
building. If we find high levels of CO2 there are steps to be taken: better ventilation, CO2 filters,
opening more doors/windows, green plants, and possibly limiting the number of people at meetings
(when possible). If there are not high levels, then the sensor could be reserved for periodic checking. Of
course pros, cons, costs, and practicality of any changes need to be considered first.
In my research, I found many studies on Indoor Air Quality (IAQ) and its effects on productivity, health,
and well-being. Other factors besides carbon dioxide can affect the IAQ including temperature, different
levels of gasses, air pressure, light, and air humidity among other things. I found this an interesting topic
with many scientific debates to sort through, and I think it’s worth investigating more. If CO2 level
adjustments are out of the budget, then perhaps some other factors of IAQ should be studied and
controlled to promote a better working environment.
References:
1.) Prill, R. (n.d.). Why measure carbon dioxide inside buildings?. Retrieved from
http://www.energy.wsu.edu/Documents/CO2inbuildings.pdf
2.) Satish , U., Mendell, M., Shekhar, K., Hotchi, T., Sullivan, D., Streufert, S., & Fisk, W. (2012,
December). Is co2 an indoor pollutant? direct effects of low-to-moderate co2 concentrations on
human decision-making performance. Retrieved from http://ehp.niehs.nih.gov/wp-
content/uploads/120/12/ehp.1104789.pdf
3.) Fisk, W., Apte, M., & Daisy, J. (2000). Associations between indoor co2 concentrations and sick
building syndrome symptoms in u.s. office buildings: An analysis of the 1994-1996 base study
data. Retrieved from http://nsdi.epa.gov/iaq/base/pdfs/indoorair20-247.pdf
4.) Carbon dioxide (co2) hvac basics. (1998). Retrieved from
http://www.longviewweb.com/carbondioxide.pdf
5.) Satish, U., Mendell, M., & Fisk, W. (2010, April). Impact of co2 on human. Retrieved from
http://syracusecoe.org/coe/images/allmedia/ResearchProjects/http://syracusecoe.org/coe/iimage/a
llmedia/ResearchProjects/SATISHCIIImpactCO2HumanDecMakingProductivityHumanDecMak
ingPro.pdf