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Du B, Reda I, Licina D, Kapsis C, Qi D, Candanedo JA, Li T. Estimating Air Change Rate in Mechanically Ventilated Classrooms Using a Single CO 2 Sensor and Automated Data Segmentation. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:18788-18799. [PMID: 39374375 DOI: 10.1021/acs.est.4c02797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/09/2024]
Abstract
With a growing emphasis on indoor air quality (IAQ) in educational environments, CO2 monitoring in classrooms has become commonplace. CO2 data can be used to estimate outdoor air change rate (ACH) based on the mass balance principle, which can be further linked to human health, performance, and building energy consumption. This study used a novel machine learning method to automatically segment CO2 concentration time series data into build-up, equilibrium, and decay periods, and then estimated classroom ACH using the corresponding CO2 mass balance equations. This method, applied to 40 classrooms in two mechanically ventilated K-6 schools, generated up to ten ACH estimates per day per classroom. A comparison with ACH calculated using the mechanical ventilation rates with 100% outdoor air reported by the building automation system during the study period reveals a slight underestimation by the decay and build-up methods, while the equilibrium method produced closer estimates. These differences may be attributed to uncertainties in occupancy, activity, CO2 emission rates, and air mixing. This research underscores the potential of leveraging CO2 data for more comprehensive IAQ assessments and highlights the challenges associated with accurately estimating ACH in real-world settings.
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Affiliation(s)
- Bowen Du
- Human-Oriented Built Environment Lab, School of Architecture, Civil and Environmental Engineering, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Ibrahim Reda
- Département de génie civil et génie du bâtiment, Faculté de génie, Université de Sherbrooke, Sherbrooke J1K 2R1 Québec, Canada
| | - Dusan Licina
- Human-Oriented Built Environment Lab, School of Architecture, Civil and Environmental Engineering, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Costa Kapsis
- Department of Civil and Environmental Engineering, University of Waterloo, Waterloo N2L 3G1 Ontario, Canada
| | - Dahai Qi
- Département de génie civil et génie du bâtiment, Faculté de génie, Université de Sherbrooke, Sherbrooke J1K 2R1 Québec, Canada
| | - José A Candanedo
- Département de génie civil et génie du bâtiment, Faculté de génie, Université de Sherbrooke, Sherbrooke J1K 2R1 Québec, Canada
| | - Tianyuan Li
- Department of Civil and Environmental Engineering, University of Waterloo, Waterloo N2L 3G1 Ontario, Canada
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2
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Molinier B, Arata C, Katz EF, Lunderberg DM, Ofodile J, Singer BC, Nazaroff WW, Goldstein AH. Bedroom Concentrations and Emissions of Volatile Organic Compounds during Sleep. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:7958-7967. [PMID: 38656997 PMCID: PMC11080066 DOI: 10.1021/acs.est.3c10841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 04/09/2024] [Accepted: 04/10/2024] [Indexed: 04/26/2024]
Abstract
Because humans spend about one-third of their time asleep in their bedrooms and are themselves emission sources of volatile organic compounds (VOCs), it is important to specifically characterize the composition of the bedroom air that they experience during sleep. This work uses real-time indoor and outdoor measurements of volatile organic compounds (VOCs) to examine concentration enhancements in bedroom air during sleep and to calculate VOC emission rates associated with sleeping occupants. Gaseous VOCs were measured with proton-transfer reaction time-of-flight mass spectrometry during a multiweek residential monitoring campaign under normal occupancy conditions. Results indicate high emissions of nearly 100 VOCs and other species in the bedroom during sleeping periods as compared to the levels in other rooms of the same residence. Air change rates for the bedroom and, correspondingly, emission rates of sleeping-associated VOCs were determined for two bounding conditions: (1) air exchange between the bedroom and outdoors only and (2) air exchange between the bedroom and other indoor spaces only (as represented by measurements in the kitchen). VOCs from skin oil oxidation and personal care products were present, revealing that many emission pathways can be important occupant-associated emission factors affecting bedroom air composition in addition to direct emissions from building materials and furnishings.
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Affiliation(s)
- Betty Molinier
- Department
of Civil and Environmental Engineering, University of California, Berkeley, California 94720, United States
| | - Caleb Arata
- Department
of Chemistry, University of California, Berkeley, California 94720, United States
- Department
of Environmental Science, Policy and Management, University of California, Berkeley, California 94720, United States
| | - Erin F. Katz
- Department
of Chemistry, University of California, Berkeley, California 94720, United States
| | - David M. Lunderberg
- Department
of Chemistry, University of California, Berkeley, California 94720, United States
- Department
of Environmental Science, Policy and Management, University of California, Berkeley, California 94720, United States
| | - Jennifer Ofodile
- Department
of Environmental Science, Policy and Management, University of California, Berkeley, California 94720, United States
| | - Brett C. Singer
- Indoor
Environment Group and Residential Building Systems Group, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - William W Nazaroff
- Department
of Civil and Environmental Engineering, University of California, Berkeley, California 94720, United States
| | - Allen H. Goldstein
- Department
of Civil and Environmental Engineering, University of California, Berkeley, California 94720, United States
- Department
of Environmental Science, Policy and Management, University of California, Berkeley, California 94720, United States
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3
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Langer S, Weschler CJ, Bekö G, Morrison G, Sjöblom A, Giovanoulis G, Wargocki P, Wang N, Zannoni N, Yang S, Williams J. Squalene Depletion in Skin Following Human Exposure to Ozone under Controlled Chamber Conditions. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:6693-6703. [PMID: 38577981 DOI: 10.1021/acs.est.3c09394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/06/2024]
Abstract
A major component of human skin oil is squalene, a highly unsaturated hydrocarbon that protects the skin from atmospheric oxidants. Skin oil, and thus squalene, is continuously replenished on the skin surface. Squalene is also quickly consumed through reactions with ozone and other oxidants. This study examined the extent of squalene depletion in the skin oils of the forearm of human volunteers after exposure to ozone in a climate chamber. Temperature, relative humidity (RH), skin coverage by clothing, and participants' age were varied in a controlled manner. Concentrations of squalene were determined in skin wipe samples collected before and after ozone exposure. Exposures to ozone resulted in statistically significant decreases in post-exposure squalene concentrations compared to pre-exposure squalene concentrations in the skin wipes when squalene concentrations were normalized by concentrations of co-occurring cholesterol but not by co-occurring pyroglutamic acid (PGA). The rate of squalene loss due to ozonolysis was lower than its replenishment on the skin surface. Within the ranges examined, temperature and RH did not significantly affect the difference between normalized squalene levels in post-samples versus pre-samples. Although not statistically significant, skin coverage and age of the volunteers (three young adults, three seniors, and three teenagers) did appear to impact squalene depletion on the skin surfaces.
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Affiliation(s)
- Sarka Langer
- IVL Swedish Environmental Research Institute, Environmental Chemistry, 40014 Göteborg, Sweden
- Chalmers University of Technology, Department of Architecture and Civil Engineering, Division Building Services Engineering, 412 96 Göteborg, Sweden
| | - Charles J Weschler
- Environmental and Occupational Health Sciences Institute, Rutgers University, Piscataway, New Jersey 08854, United States
- International Centre for Indoor Environment and Energy, Department of Environmental and Resource Engineering, Technical University of Denmark, 2800 Lyngby, Denmark
| | - Gabriel Bekö
- International Centre for Indoor Environment and Energy, Department of Environmental and Resource Engineering, Technical University of Denmark, 2800 Lyngby, Denmark
- Healthy and Sustainable Built Environment Research Centre, Ajman University, P.O. Box 346 Ajman, United Arab Emirates
| | - Glenn Morrison
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599-7431, United States
| | - Ann Sjöblom
- IVL Swedish Environmental Research Institute, Environmental Chemistry, 40014 Göteborg, Sweden
| | - Georgios Giovanoulis
- IVL Swedish Environmental Research Institute, Environmental Chemistry, 40014 Göteborg, Sweden
| | - Pawel Wargocki
- International Centre for Indoor Environment and Energy, Department of Environmental and Resource Engineering, Technical University of Denmark, 2800 Lyngby, Denmark
| | - Nijing Wang
- Atmospheric Chemistry Department, Max Planck Institute for Chemistry, 55128 Mainz, Germany
| | - Nora Zannoni
- Atmospheric Chemistry Department, Max Planck Institute for Chemistry, 55128 Mainz, Germany
| | - Shen Yang
- Human-Oriented Built Environment Lab, School of Architecture, Civil and Environmental Engineering, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne 1015, Switzerland
| | - Jonathan Williams
- Atmospheric Chemistry Department, Max Planck Institute for Chemistry, 55128 Mainz, Germany
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John J, Collins M, O'Flynn K, Briggs T, Gray W, McGrath J. Carbon footprint of hospital laundry: a life-cycle assessment. BMJ Open 2024; 14:e080838. [PMID: 38418230 PMCID: PMC10910404 DOI: 10.1136/bmjopen-2023-080838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 02/13/2024] [Indexed: 03/01/2024] Open
Abstract
OBJECTIVES To assess greenhouse gas (GHG) emissions from a regional hospital laundry unit, and model ways in which these can be reduced. DESIGN A cradle to grave process-based attributional life-cycle assessment. SETTING A large hospital laundry unit supplying hospitals in Southwest England. POPULATION All laundry processed through the unit in 2020-21 and 2021-22 financial years. PRIMARY OUTCOME MEASURE The mean carbon footprint of processing one laundry item, expressed as in terms of the global warming potential over 100 years, as carbon dioxide equivalents (CO2e). RESULTS Average annual laundry unit GHG emissions were 2947 t CO2e. Average GHG emissions were 0.225 kg CO2e per item-use and 0.5080 kg CO2e/kg of laundry. Natural gas use contributed 75.7% of on-site GHG emissions. Boiler electrification using national grid electricity for 2020-2022 would have increased GHG emissions by 9.1%, however by 2030 this would reduce annual emissions by 31.9% based on the national grid decarbonisation trend. Per-item transport-related GHG emissions reduce substantially when heavy goods vehicles are filled at ≥50% payload capacity. Single-use laundry item alternatives cause significantly higher per-use GHG emissions, even if reusable laundry were transported long distances and incinerated at the end of its lifetime. CONCLUSIONS The laundry unit has a large carbon footprint, however the per-item GHG emissions are modest and significantly lower than using single-use alternatives. Future electrification of boilers and optimal delivery vehicle loading can reduce the GHG emissions per laundry item.
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Affiliation(s)
- Joseph John
- University of Exeter Medical School, Exeter, UK
- Getting It Right First Time Programme, NHS England, London, UK
- Royal Devon University Healthcare NHS Foundation Trust, Exeter, UK
| | - Michael Collins
- Product Sustainability, Environmental Resources Management, Edinburgh, UK
| | - Kieran O'Flynn
- Getting It Right First Time Programme, NHS England, London, UK
- Northern Care Alliance NHS Foundation Trust, Salford, Manchester, UK
| | - Tim Briggs
- Getting It Right First Time Programme, NHS England, London, UK
- Department of Surgery, Royal National Orthopaedic Hospital, London, UK
| | - William Gray
- Getting It Right First Time Programme, NHS England, London, UK
| | - John McGrath
- University of Exeter Medical School, Exeter, UK
- Getting It Right First Time Programme, NHS England, London, UK
- Royal Devon University Healthcare NHS Foundation Trust, Exeter, UK
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5
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Yang S, Bekö G, Wargocki P, Zhang M, Merizak M, Nenes A, Williams J, Licina D. Physiology or Psychology: What Drives Human Emissions of Carbon Dioxide and Ammonia? ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:1986-1997. [PMID: 38237915 PMCID: PMC10832055 DOI: 10.1021/acs.est.3c07659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 11/26/2023] [Accepted: 12/20/2023] [Indexed: 01/31/2024]
Abstract
Humans are the primary sources of CO2 and NH3 indoors. Their emission rates may be influenced by human physiological and psychological status. This study investigated the impact of physiological and psychological engagements on the human emissions of CO2 and NH3. In a climate chamber, we measured CO2 and NH3 emissions from participants performing physical activities (walking and running at metabolic rates of 2.5 and 5 met, respectively) and psychological stimuli (meditation and cognitive tasks). Participants' physiological responses were recorded, including the skin temperature, electrodermal activity (EDA), and heart rate, and then analyzed for their relationship with CO2 and NH3 emissions. The results showed that physiological engagement considerably elevated per-person CO2 emission rates from 19.6 (seated) to 46.9 (2.5 met) and 115.4 L/h (5 met) and NH3 emission rates from 2.7 to 5.1 and 8.3 mg/h, respectively. CO2 emissions reduced when participants stopped running, whereas NH3 emissions continued to increase owing to their distinct emission mechanisms. Psychological engagement did not significantly alter participants' emissions of CO2 and NH3. Regression analysis revealed that CO2 emissions were predominantly correlated with heart rate, whereas NH3 emissions were mainly associated with skin temperature and EDA. These findings contribute to a deeper understanding of human metabolic emissions of CO2 and NH3.
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Affiliation(s)
- Shen Yang
- Human-Oriented
Built Environment Lab, School of Architecture, Civil and Environmental
Engineering, École Polytechnique
Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Gabriel Bekö
- International
Centre for Indoor Environment and Energy, Department of Environmental
and Resource Engineering, Technical University
of Denmark, Kongens Lyngby, 2800 Copenhagen, Denmark
| | - Pawel Wargocki
- International
Centre for Indoor Environment and Energy, Department of Environmental
and Resource Engineering, Technical University
of Denmark, Kongens Lyngby, 2800 Copenhagen, Denmark
| | - Meixia Zhang
- Human-Oriented
Built Environment Lab, School of Architecture, Civil and Environmental
Engineering, École Polytechnique
Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Marouane Merizak
- Human-Oriented
Built Environment Lab, School of Architecture, Civil and Environmental
Engineering, École Polytechnique
Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Athanasios Nenes
- Laboratory
of Atmospheric Processes and Their Impacts, School of Architecture,
Civil & Environmental Engineering, École
Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
| | - Jonathan Williams
- Max
Planck Institute for Chemistry, Hahn-Meitner Weg 1, 55128 Mainz, Germany
- Energy,
Environment and Water Research Center, The
Cyprus Institute, 2121 Nicosia, Cyprus
| | - Dusan Licina
- Human-Oriented
Built Environment Lab, School of Architecture, Civil and Environmental
Engineering, École Polytechnique
Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
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6
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Qu Y, Xie D, Liu Y. Emissions of Volatile Organic Compounds from Human Occupants in a Student Office: Dependence on Ozone Concentration. ACS ENVIRONMENTAL AU 2024; 4:3-11. [PMID: 38250339 PMCID: PMC10797682 DOI: 10.1021/acsenvironau.3c00043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 10/07/2023] [Accepted: 10/24/2023] [Indexed: 01/23/2024]
Abstract
Human occupants themselves constitute an important source of volatile organic compounds (VOCs) in indoor environments through breath and dermal emissions. In order to quantify VOC emissions from occupants under real-world settings, previous indoor observational studies often determined emission factors (i.e., average emission rates per person). However, the values obtained across these studies exhibited large variability, and the causes of this variability still need to be understood. Herein we report 10-day real-time VOC measurements in a university student office, using a proton transfer reaction-quadrupole interface-time-of-flight mass spectrometer. A method was developed to identify VOCs of primary human origin and to quantify the corresponding emission factors, accounting for the dynamically changing occupancy level and ventilation rate in the assessed office. We found that the emission factors of many dermally emitted VOCs strongly increased as the ozone concentration increased from <3 to 10-15 ppb. These VOCs include geranyl acetone, 6-methyl-5-hepten-2-one (6-MHO), and C10-C12 saturated aldehydes, which align with characteristic first-generation ozonolysis products of skin oil. The strongest increase occurred for 6-MHO, from 113 to 337 μg/h/p. In comparison, acetone and isoprene, which are primarily emitted from human breath, varied little with the ozone level. In light of this finding, we conducted an integrated analysis of emission factors reported in the literature for two frequently reported species, namely, 6-MHO and decanal. Ozone concentration alone can explain 94-97% of the variation in their emission factors across previous studies, and the best-estimated ozone dependence obtained using the literature data is consistent with those obtained in the current study. These results suggest that the ozone concentration is a key factor regulating emission factors of many dermally emitted VOCs in real indoor environments, which has to be considered when reporting or using the emission factors.
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Affiliation(s)
- Yuekun Qu
- Key
Joint Laboratory of Environmental Simulation and Pollution Control,
College of Environmental Science and Engineering, Peking University, Beijing 100871, PR China
| | - Di Xie
- Key
Joint Laboratory of Environmental Simulation and Pollution Control,
College of Environmental Science and Engineering, Peking University, Beijing 100871, PR China
| | - Yingjun Liu
- Key
Joint Laboratory of Environmental Simulation and Pollution Control,
College of Environmental Science and Engineering, Peking University, Beijing 100871, PR China
- Center
for Environment and Health, Peking University, Beijing 100871, PR China
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7
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Keppler F, Boros M, Polag D. Radical-Driven Methane Formation in Humans Evidenced by Exogenous Isotope-Labeled DMSO and Methionine. Antioxidants (Basel) 2023; 12:1381. [PMID: 37507920 PMCID: PMC10376501 DOI: 10.3390/antiox12071381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 06/29/2023] [Accepted: 07/01/2023] [Indexed: 07/30/2023] Open
Abstract
Methane (CH4), which is produced endogenously in animals and plants, was recently suggested to play a role in cellular physiology, potentially influencing the signaling pathways and regulatory mechanisms involved in nitrosative and oxidative stress responses. In addition, it was proposed that the supplementation of CH4 to organisms may be beneficial for the treatment of several diseases, including ischemia, reperfusion injury, and inflammation. However, it is still unclear whether and how CH4 is produced in mammalian cells without the help of microorganisms, and how CH4 might be involved in physiological processes in humans. In this study, we produced the first evidence of the principle that CH4 is formed non-microbially in the human body by applying isotopically labeled methylated sulfur compounds, such as dimethyl sulfoxide (DMSO) and methionine, as carbon precursors to confirm cellular CH4 formation. A volunteer applied isotopically labeled (2H and 13C) DMSO on the skin, orally, and to blood samples. The monitoring of stable isotope values of CH4 convincingly showed the conversion of the methyl groups, as isotopically labeled CH4 was formed during all experiments. Based on these results, we considered several hypotheses about endogenously formed CH4 in humans, including physiological aspects and stress responses involving reactive oxygen species (ROS). While further and broader validation studies are needed, the results may unambiguously serve as a proof of concept for the endogenous formation of CH4 in humans via a radical-driven process. Furthermore, these results might encourage follow-up studies to decipher the potential physiological role of CH4 and its bioactivity in humans in more detail. Of particular importance is the potential to monitor CH4 as an oxidative stress biomarker if the observed large variability of CH4 in breath air is an indicator of physiological stress responses and immune reactions. Finally, the potential role of DMSO as a radical scavenger to counteract oxidative stress caused by ROS might be considered in the health sciences. DMSO has already been investigated for many years, but its potential positive role in medical use remains highly uncertain.
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Affiliation(s)
- Frank Keppler
- Institute of Earth Sciences, Heidelberg University, D-69120 Heidelberg, Germany
- Heidelberg Center for the Environment (HCE), Heidelberg University, D-69120 Heidelberg, Germany
| | - Mihály Boros
- Institute of Surgical Research, University of Szeged, H-6724 Szeged, Hungary
| | - Daniela Polag
- Institute of Earth Sciences, Heidelberg University, D-69120 Heidelberg, Germany
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Wang C, Liu T, Zhu Y, Wang H, Zhao S, Liu N. The impact of foreign direct investment on China's industrial carbon emissions based on the threshold model. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:65086-65101. [PMID: 37074607 DOI: 10.1007/s11356-023-26803-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 03/30/2023] [Indexed: 05/03/2023]
Abstract
In recent years, the number of countries concerned about environmental protection continues to increase. With a continuous expansion of economic scale, many emerging markets are also sustainably enhancing their management for industrial carbon emissions in foreign direct investment (FDI). Therefore, the impact of FDI on the host country's industrial carbon emissions has been a hot topic of researches. This study selects panel data of 30 medium and large cities in China from 2006 to 2019. Combined with dynamic panel GMM estimation and panel threshold model, this study empirically analyzes the impact factors of FDI on the host country's industrial carbon emissions. This study is based on the perspective of dual environmental management systems. This study draws the following conclusions: When taking the dual environmental management system factors as threshold variables into the empirical research process, only the FDI in Beijing, Tianjin, and Shanghai shows a certain inhibitory effect on Chinese industrial carbon emissions. The FDI in other cities increases the scale of industrial carbon emissions. At the same time, in the formal environmental management system, FDI has no significant impact on China's industrial carbon emissions. It indicates that the formal environmental management system of each city is not effective in policy formulation or implementation. In addition, the corresponding role of environmental management systems, such as innovation compensation and mandatory emission reduction, is not played. With the exception of Beijing and Shanghai, informal environmental management systems in other cities help curb the scale of industrial carbon emissions brought by FDI.
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Affiliation(s)
- Chenggang Wang
- School of Economics and Business Administration, Heilongjiang University, Harbin, China
| | - Tiansen Liu
- School of Economics and Management, Harbin Engineering University, Harbin, China.
| | - Yue Zhu
- School of Economics and Business Administration, Heilongjiang University, Harbin, China
| | - He Wang
- School of Economics and Business Administration, Heilongjiang University, Harbin, China
| | - Shunyao Zhao
- School of Economics and Business Administration, Heilongjiang University, Harbin, China
| | - Nan Liu
- School of Economics and Management, Harbin Engineering University, Harbin, China
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