4.6 Article

Relation between occupants' health problems, demographic and indoor environment subjective evaluations: A cross-sectional questionnaire survey study in Java Island, Indonesia

Journal

PLOS ONE
Volume 16, Issue 7, Pages -

Publisher

PUBLIC LIBRARY SCIENCE
DOI: 10.1371/journal.pone.0254460

Keywords

-

Funding

  1. Obaysahi Foundation, Japan
  2. Obayashi Foundation

Ask authors/readers for more resources

The study revealed that health problems among residents in Indonesia are mainly associated with economic conditions, with low-income groups being more susceptible to various symptoms. The economic status and thermal discomfort experiences of respondents have direct impacts on their health issues, while perceived indoor environment quality can indirectly affect health problems.
This study aimed to evaluate the link between health problems, demographic factors, and the indoor environment quality of residents in Indonesia. We conducted a cross-sectional design study through a questionnaire survey with 443 respondents aged between 12 and 81 years. The questionnaire was concerned with previous health problem occurrences associated with thermal discomfort experiences, indoor environments, economic conditions, and basic anthropometric factors. Logistic regression with the odds ratio (OR) was applied to evaluate the tendency of different respondent groups to suffer from certain health problems, when compared to reference groups. Furthermore, structural equation modelling (SEM) was used to incorporate certain factors (economic conditions, thermal discomfort experiences, and perceived indoor environments) into a single model to understand their direct and indirect effects on health conditions. The results indicate that economic conditions are the most significantly associated with health problems. Furthermore, we found that the low-income group was the most vulnerable to health problems, including coughing, puking, diarrhoea, odynophagia, headaches, fatigue, rheumatism, fidgeting, skin rashes, muscle cramps, and insomnia (OR: 1.94-6.04, p<0.05). Additionally, the SEM suggested that the respondents' economic conditions and thermal discomfort experiences had significant direct effects on their health problems with standardized estimates of -0.29 and 0.55, respectively. Additionally, perceived indoor environment quality, which is possible to cause thermal discomfort experience, indirectly affect health problems. These findings contribute an insightful and intuitive knowledge base which can aid health assessments associated with demographic and physical environments in developing sustainable and healthy environment strategies for the future.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Environmental Sciences

Wind-tunnel estimation of mean and turbulent wind speeds within canopy layer for urban campus

Yin Mun H'ng, Naoki Ikegaya, Sheikh Ahmad Zaki, Aya Hagishima, Ahmad Faiz Mohammad

Summary: The aim of this study was to clarify the effects of high-rise buildings on the mean and turbulent wind speeds within the canopy layer of an urban university campus in Malaysia. The study found that existing models have limitations in predicting wind speeds in specific urban morphologies, and proposed the use of probability density functions and normal distribution to predict wind speeds.

URBAN CLIMATE (2022)

Article Construction & Building Technology

Indoor thermal environment of Mongolian traditional mobile housing used as urban habitat in winter

Uelun-Ujin Purev, Aya Hagishima, Munkhbayar Buyan

Summary: This study conducted field measurements on the thermal environment within gers heated by coal stoves. The results showed diverse daily fluctuations of indoor temperature influenced by the unstable heating power of stoves. The occasional outliers in indoor air temperature beyond the comfort range contrasted with the operative temperature, which was mostly within the comfort range due to the direct radiation of stoves.

JOURNAL OF BUILDING ENGINEERING (2022)

Article Construction & Building Technology

Seasonal variation of residential cooling use behaviour derived from energy demand data and stochastic building energy simulation

Jiajun Lyu, Tetsushi Ono, Ataru Sato, Aya Hagishima, Jun Tanimoto

Summary: In recent years, a bottom-up approach based on building-energy simulations coupled with stochastic modelling of occupant behaviours has been developed to estimate the effect of diverse and stochastic occupant behaviours on energy loads. This study focuses on modelling the state transitional probability of occupants' heat pump use and analyzing the seasonal differences in relation to outdoor temperature. The study proposes a revised model considering seasonal behaviour change, and the estimation results are consistent with measured data.

JOURNAL OF BUILDING ENGINEERING (2022)

Article Green & Sustainable Science & Technology

Behavioural changes in air-conditioner use owing to the COVID-19 movement control order in Malaysia

Nishat Tasnim Toosty, Aya Hagishima, Wasimul Bari, Sheikh Ahmad Zaki

Summary: Remote work became the new norm during the COVID-19 pandemic, and this study investigated the impact of Malaysia's Movement Control Order (MCO) on the air conditioner (AC) usage behavior of remote workers. The study found that stopping AC use during remote work was the most significant behavior change due to the MCO, and factors such as age and ethnicity influenced AC-usage behavior in remote work.

SUSTAINABLE PRODUCTION AND CONSUMPTION (2022)

Article Green & Sustainable Science & Technology

Indoor Thermal Comfort and Adaptive Thermal Behaviors of Students in Primary Schools Located in the Humid Subtropical Climate of India

Betty Lala, Solli Murtyas, Aya Hagishima

Summary: This study examined how children adapt to the thermal conditions in classrooms without air conditioning in Dehradun City, India. The results showed that most of the classrooms did not meet the students' comfort requirements. Children had low sensitivity to temperature variations, but were still satisfied with the thermal conditions even in extreme heat risk situations. Adjusting clothing, opening windows and doors, and using ceiling fans were found to be the most affordable ways to optimize indoor thermal comfort.

SUSTAINABILITY (2022)

Article Construction & Building Technology

Associating thermal comfort and preference in Malaysian universities' air-conditioned office rooms under various set-point temperatures

Noor Syazwanee Md Taib, Sheikh Ahmad Zaki, Hom Bahadur Rijal, Azli Abd Razak, Aya Hagishima, Waqas Khalid, Mohamed Sukri Mat Ali

Summary: Overcooling indoor spaces in hot-and-humid regions may result in excessive usage of air conditioning. It is important to understand the thermal perception and preferences of occupants in order to determine the cooling energy required. This study found that occupants generally felt more comfortable when the indoor air temperature was increased, but their preferred temperature was lower than the current thermal comfort temperature.

JOURNAL OF BUILDING ENGINEERING (2022)

Article Engineering, Electrical & Electronic

Evaluation of potential for peak demand reduction of residential buildings by household appliances with demand response

Tetsushi Ono, Aya Hagishima, Jun Tanimoto

Summary: This study quantifies the potential for peak demand reduction of aggregated demand from different dwelling sizes based on data analysis of demand curves from 496 dwellings in Osaka. It provides a basis for promoting the technological development of residential appliances remotely controlled by IoT for demand response.

ELECTRONICS AND COMMUNICATIONS IN JAPAN (2022)

Article Construction & Building Technology

The Challenge of Multiple Thermal Comfort Prediction Models: Is TSV Enough?

Betty Lala, Amogh Biju, Anmol Vanshita, Anmol Rastogi, Kunal Dahiya, Srikant Manas Kala, Aya Hagishima

Summary: The thermal comfort in the classroom is crucial for student health and educational outcomes. However, measuring thermal comfort is complex due to subjective metrics and the use of machine learning for prediction. This study addresses the challenge of selecting the most suitable thermal comfort metric(s) for a given indoor space by evaluating multiple metrics and proposing an algorithm. The results show that machine learning models can accurately predict thermal comfort and occupant behavior, with the highest accuracy achieved using a small subset of metrics.

BUILDINGS (2023)

Article Construction & Building Technology

Predicting Diverse Behaviors of Occupants When Turning Air Conditioners on/off in Residential Buildings: An Extreme Gradient Boosting Approach

Jiajun Lyu, Aya Hagishima

Summary: This study aimed to develop a prediction model for residential household AC usage based on monitoring data of appliance-level electricity use in a residential community in Osaka, Japan. The study identified individual operation schedules and thermal preferences as the main factors for diverse AC behaviors and used clustering analysis to classify households into different behavior patterns. The optimized prediction model showed satisfactory performance for predicting the on/off state of AC usage.

BUILDINGS (2023)

Article Construction & Building Technology

Assessment of Mould Risk in Low-Cost Residential Buildings in Urban Slum Districts of Surakarta City, Indonesia

Solli Murtyas, Yuki Minami, Kusumaningdyah Nurul Handayani, Aya Hagishima

Summary: Prolonged exposure to indoor dampness leads to excessive mould growth, which poses health problems for residents and damages building structures. This study in Surakarta, Indonesia investigated dampness and mould growth in low-cost dwellings and found that plywood board walls and smaller volumes were more susceptible to moulding. The majority of participants expressed dissatisfaction with indoor air quality due to sewage odors and dampness, indicating a perception of inadequate air ventilation. The study provides a reference for developing standard guidelines to assess and mitigate mould risks in Indonesia's dwellings.

BUILDINGS (2023)

Article Meteorology & Atmospheric Sciences

Impact of Escalating Heat Waves on Students' Well-Being and Overall Health: A Survey of Primary School Teachers

Betty Lala, Aya Hagishima

Summary: Children in developing countries, such as India, are highly vulnerable to the adverse effects of climate change, particularly primary school students who are most at risk during extreme weather conditions like intensified heat waves. However, there is a lack of understanding and mitigation strategies for children's vulnerabilities. To address this, a study surveyed 335 primary school teachers in seven Indian cities, gathering data on classroom experiences during heat waves. The study highlights the impacts of heat exposure on children's health and emphasizes the need for heat risk management and policy measures in primary schools.

CLIMATE (2023)

Article Architecture

Peak load characteristics of aggregated demand in a residential building in Osaka, Japan

Nishat Tasnim Toosty, Tetsushi Ono, Shota Shimoda, Aya Hagishima

Summary: A statistical analysis was conducted on the 2-year electricity consumption of 479 dwellings in a residential building, identifying annual peak events and their contributing factors for different aggregation sizes. Generalized linear models and generalized linear mixed models were used to reveal the diverse U-shaped relationships between outdoor temperature and peak demand occurrence, as well as the impact of the part of the week/year. The study also clarified the contribution of each appliance in reducing the annual peak demand according to the aggregation size, with living/dining room outlets and air conditioners showing significant demand response potential.

JAPAN ARCHITECTURAL REVIEW (2023)

Article Construction & Building Technology

Investigation of Thermal Adaptation and Development of an Adaptive Model under Various Cooling Temperature Settings for Students' Activity Rooms in a University Building in Malaysia

Nurul Izzati, Sheikh Ahmad Zaki, Hom Bahadur Rijal, Jorge Alfredo Ardila Rey, Aya Hagishima, Nurizzatul Atikha

Summary: The use of an air conditioner is essential in hot and humid climates to provide a comfortable environment. A field study was conducted in Malaysia to understand respondent behavior and develop a model of thermal comfort. The findings suggest that water intake, clothing insulation, and outdoor temperature affect indoor comfort.

BUILDINGS (2023)

No Data Available