{'fraction_non_alphanumeric': 0.03050959492677284, 'fraction_numerical': 0.02751440788250604, 'mean_word_length': 5.1226761097761475, 'pattern_counts': {'":': 0, '<': 7, '<?xml version=': 0, '>': 9, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Low Level Carbon Dioxide Indoors—A Pollution Indicator or a Pollutant? A Health-Based Perspective

: With modern populations in developed countries spending approximately 90% of their time indoors, and with carbon dioxide (CO 2 ) concentrations inside being able to accumulate to much greater concentrations than outdoors, it is important to identify the health effects associated with the exposure to low-level CO 2 concentrations (<5000 ppm) typically seen in indoor environments in buildings (non-industrial environments). Although other reviews have summarised the effects of CO 2 exposure on health, none have considered the individual study designs of investigations and factored that into the level of conﬁdence with which CO 2 and health effects can be associated, nor commented on how the reported health effects of exposure correspond to existing guideline concentrations. This investigation aimed to (a) evaluate the reported health effects and physiological responses associated with exposure to less than 5000 parts per million (ppm) of CO 2 and (b) to assess the CO 2 guideline and limit concentrations in the context of (a). Of the 51 human investigations assessed, many did not account for confounding factors, the prior health of participants or cross-over effects. Although there is some evidence linking CO 2 exposures with health outcomes, such as reductions in cognitive performance or sick building syndrome (SBS) symptoms, much of the evidence is conﬂicting. Therefore, given the shortcomings in study designs and conﬂicting results, it is difﬁcult to say with conﬁdence whether low-level CO 2 exposures indoors can be linked to health outcomes. To improve the epidemiological value of future investigations linking CO 2 with health, studies should aim to control or measure confounding variables, collect comprehensive accounts of participants’ prior health and avoid cross-over effects. Although it is difﬁcult to link CO 2 itself with health effects at exposures less than 5000 ppm, the existing guideline concentrations (usually reported for 8 h, for schools and ofﬁces), which suggest that CO 2 levels <1000 ppm represent good indoor air quality and <1500 ppm are acceptable for the general population, appear consistent with the current research.


Introduction
In indoor air, the primary source of carbon dioxide (CO 2 ) is human respiration, meaning that occupant density and ventilation are important determinants of indoor concentrations. In poorly ventilated indoor environments, CO 2 can accumulate to several times the background level, with potential health implications [1]. Given increasing energy costs and concerns about the environmental impact of buildings, ventilation rates are being reduced to minimise heat losses and improve energy efficiency [2]. However, this is allowing indoor air pollutants such as CO 2 to accumulate to much greater levels than before. Because CO 2 concentration, human occupancy and ventilation rates are linked to a great degree, CO 2 concentrations can be used to estimate ventilation rates and the concentrations of human bio-effluents indoors [1,3]. Currently, CO 2 is considered as an indicator for ventilation, as increased CO 2 levels indicate inadequate ventilation, which is often associated with poorer air quality [4].
As far back as 1881, Pettenkofer and Flügge proposed a concentration of 700-1000 parts per million (ppm) as the permissible indoor CO 2 concentration above which the air would be considered 'contaminated'. However, there was no physiological basis to this criterion, with changes in respiration rates only seen with concentrations above 5000 ppm [5]. Eliseeva [6] made the first recorded investigation of the impacts of exposures to low levels of CO 2 . Using a study with a small group, they investigated CO 2 exposures at concentrations of between 500 and 1000 ppm. They found that at a concentration of 1000 ppm, there was a marked change in respiration, with the amplitude of respiratory movements being reduced. An effect on the circulatory system was noted by an increase in peripheral blood flow. A study of cerebral electrical activity showed that at concentrations of 1000 ppm, CO 2 may influence the functional state of the cerebral cortex and may increase the amplitude of brain waves [6]. Although a very small-scale study, this formed part of a World Health Organization (WHO) report [5], which cautiously suggested that a CO 2 concentration of 1000 ppm in the indoor air may have a directly harmful effect. It was proposed that concentrations of CO 2 should therefore not be allowed to exceed 1000 ppm and the average concentration should be ≤500 ppm. However, this is not nowadays realistic to be achieved by natural ventilation indoors, as the global average outdoor CO 2 levels in 2019 were 410 ppm [7]. There are numerous industrial, national and international standards for CO 2 concentrations in various building types that have evolved with time and propose the average CO 2 levels during the period of occupancy (e.g., CIBSE [8]; UK Department for Education [9]). British Standard BS EN 16798-1: 2019 proposes the CO 2 concentrations above those of the outdoors that should be achieved by mechanical ventilation to maintain good indoor air quality (IAQ) [10].
Currently, within industry, academia and amongst policymakers, there is an increasing concern regarding the possible health impacts of CO 2 exposures on building occupants and the best strategies to mitigate these. Whilst the reported health impacts for higher concentrations of CO 2 (>20,000 ppm) are well established [11,12], the evidence of possible health effects at the average concentrations seen in buildings (typically ≤5000 ppm and often ≤1500 ppm) is unclear, although some emerging research suggests lower-level impacts may occur. Given that in developed countries people spend around 90% of their time indoors [13] , it is important to clarify if any exposure to CO 2 could cause harm, as this would then act as an important modifier of population health.
A few recent reviews have investigated the effects of CO 2 exposure on human health [14][15][16][17] . The review of Azuma et al. [14] was short, looking at the impact of inhalation exposure to CO 2 at a wide range of concentrations (varying from 500 to >100,000 ppm). At low CO 2 levels, they focused on cognitive performance and concluded that exposure to CO 2 may affect it, starting at concentrations of around 1000 ppm for short-term exposure; they recommended further research on the impact of CO 2 exposure on cognitive performance, at low levels, from 500 to 3000 ppm. Jacobson et al. [16] reviewed primary research to assess the physiological changes, psychomotor performances and health symptoms associated with CO 2 exposure. They concluded that the evidence indicates potential risks at CO 2 exposures as low as 1000 ppm and made an urgent call for two types of studies: (a) controlled chamber studies, to identify the health effects of acute exposure at environmental CO 2 levels and (b) large, cohort-based longitudinal studies to evaluate the impacts of long-term chronic CO 2 exposure. Du et al. [15] focused more specifically on reviewing the evidence relating to indoor CO 2 concentrations and cognitive function. They identified cognitive assessment methods, the study design, uncertainty in exposures and individual and population differences in subjects as major confounding factors. Seppänen et al. [17], provided a significant review of the effects of CO 2 concentrations and ventilation rates on health; however, this is now significantly dated, and requires updating.
Our review moves one step ahead from previous reviews, reviewing analytically the impact of exposure to low CO 2 levels, not only on cognitive performance, but also on respiratory impacts, neurological effects and irritation of the upper airway system, as well as on both human and animal physiological responses. We have identified a set of selected criteria related to study design and we assessed each of the reviewed studies against these criteria, to better understand the level of confidence we can have in results linking CO 2 and health. We also reviewed existing CO 2 guidelines from a number of countries and organisations, contextualised against the outcomes of our review. All the above work aimed to identify if CO 2 is only an indicator of ventilation and pollutant accumulation or is a pollutant itself at low levels (<5000 ppm).

Search Strategy
A systematic literature search was conducted using the following electronic databases: EMBASE, GlobalHealth and Scopus. In addition, a grey literature search was conducted including the WHO, Public Health England (PHE) and various worldwide standards to identify guidelines and recommended limits for CO 2 concentrations indoors.
A search strategy was developed incorporating key terms to explore the literature, restricted by publication language (English) and date .
Considering all populations, the search strategy was divided into the following concepts: • Carbon dioxide terms; • Health/effect terms; • Location terms (indoor environments).
Using this framework, an initial set of keywords was developed to explore the literature. Additional terms and search strings revealed by the literature search were added and investigated. The search strings used are specified in Appendix A.

Initial Literature Search and Analysis
The search resulted in 1314 papers after duplicates were removed. All 1314 papers were screened independently by two reviewers by title and abstract and then were doublechecked by a third reviewer. After exclusions from the first round of screening, the remaining papers (320) were sourced and screened by full text by two reviewers and verified by a third. The search was conducted up to January 2020.
To identify only the literature that was appropriate for making comparisons between indoor CO 2 concentrations and health effects, the following criteria had to be met for inclusion: the investigation must (a) contain primary research, (b) report CO 2 concentrations, with some being less than 5000 ppm, (c) compare CO 2 concentrations against measured health effects and (d) have CO 2 being measured in indoor environments. Figure 1 illustrates the systematic literature review process.
In addition to the systematic literature review, a grey literature review identified national and international CO 2 guidelines and limit concentrations for indoor environments, specifically looking for any health or toxicological information that was used to inform these.

Second Literature Search
A second literature search (using MEDLINE) was conducted to capture any papers investigating the physiological responses of animals and humans exposed to CO 2 . To be included in the review, the identified papers had to (a) be human or animal laboratory studies examining the potential health effects of exposure to CO 2 and (b) have CO 2 exposure concentrations of ≤5000 ppm. Figure 2 illustrates the second literature search process. Further papers were identified by reviewing the reference lists of the selected papers, in addition to those identified in the initial search, and these were then assessed against the inclusion criteria. In addition to the systematic literature review, a grey literature review identified national and international CO2 guidelines and limit concentrations for indoor environments, specifically looking for any health or toxicological information that was used to inform these.

Second Literature Search
A second literature search (using MEDLINE) was conducted to capture any papers investigating the physiological responses of animals and humans exposed to CO2. To be included in the review, the identified papers had to (a) be human or animal laboratory studies examining the potential health effects of exposure to CO2 and (b) have CO2 exposure concentrations of ≤5000 ppm. Figure 2 illustrates the second literature search process. Further papers were identified by reviewing the reference lists of the selected papers, in addition to those identified in the initial search, and these were then assessed against the inclusion criteria.  Table 1 shows existing guideline and limit concentrations for CO2 in indoor environments ranging between 700 and 5000 ppm, as derived mainly from the grey literature.  Table 1 shows existing guideline and limit concentrations for CO 2 in indoor environments ranging between 700 and 5000 ppm, as derived mainly from the grey literature. This includes standards for residential, non-residential, workplace and school indoor environments. Their consensus is that CO 2 concentrations ≤1000 ppm represent good or excellent indoor air quality (IAQ), 1000-1500 ppm represent acceptable or moderate IAQ and concentrations >1500 ppm represent poor IAQ. However, for the majority of standards, it is unclear how an acceptable CO 2 value is generated, and they are not based on robust epidemiological or toxicological evidence.

CO 2 Concentration and Health
The findings of the studies were divided into five groups based on the key health effects, namely: cognitive performance effects, respiratory effects, neurological symptoms and irritation of the upper airway system (knows as SBS-sick building syndrome symptoms), human physiological responses and animal physiological responses. A summary of the health findings of each study, and the concentrations at which these occur can be seen in Appendix B, Table A2 (cognitive performance effects), Table A3 (respiratory effects), Table A4 (neurological symptoms and irritation), Table A5 (human physiological responses) and Table A6 (animal physiological responses). Given the great variability in the reported health effects, and to have confidence in the results of the above studies, we assessed the human studies identified by the literature review against selected criteria; the criteria and the analysis of the study design are discussed in the following Section 3.3.

Cognitive Performance Effects
Ten of the reviewed studies [36][37][38][39][40][41][42][43][44][45] associated elevated levels of CO 2 with moderate reductions in cognitive function around and above 1000 ppm, decreased test performance (increased number of errors, reduced test scores and reductions in markers of decision making) at 1400-1500 ppm and reduced performance above 1800 ppm (Appendix B, Table A2). Gaihre et al. [46] and Kolarik et al. [47] associated an increase in the difference between indoor and outdoor CO 2 concentrations (dCO 2 ) of 100 ppm with a 0.2% decrease in annual attendance and 2% increase in sick leave, respectively. Similarly, Shendell et al. [48] associated a 1000 ppm increase in dCO 2 with a 0.5-0.9% decrease in annual average daily attendance in schools.
On the contrary, five studies, mainly performed in labs where confounding factors were controlled [46,[49][50][51][52], reported no significant association between CO 2 concentration and cognitive performance, academic attainment or the amount and quality of work produced.
Although Kajtár and Herczeg [50] reported no significant association between CO 2 concentration and the amount and quality of work produced, at higher CO 2 concentrations (4000-5000 ppm), they reported significant increases in blood pressure, respiratory frequencies and volumes. Therefore, they postulated that it is likely that more mental effort was needed at higher CO 2 concentrations. This is consistent with the findings of Maula et al. [53], who found minimal significant impacts of 2200 ppm of CO 2 on cognitive performance, but found a significant increase in the perception of fatigue and workload in participants.
Both Jaber et al. [43] and Satish et al. [44] reported negative cognitive effects at 1000 ppm, with none of the reviewed papers reporting specific cognitive effects at concentrations lower than 1000 ppm. Three studies [54][55][56] significantly associated CO 2 concentrations with reduced ability to concentrate, whilst two studies [45,57] found no significant association between the two.
At 700-4000 ppm, Vehviläinen et al. [58] associated CO 2 with transcutaneously assessed partial pressure of CO 2 (pCO 2 ) in blood circulation, elevated CO 2 concentrations in tissues, changes in heart rate variation and an increase in peripheral blood circulation, which they noted could be linked to reductions in cognitive performance. However, Bloch-Salisbury et al. [49] found no association between pCO 2 levels in blood and cognitive performance or alertness.
Two of the most complete studies, in terms of accounting for almost all the confounding factors [59,60] which were performed in labs, concluded that there were no statistically significant effects on perceived air quality, acute health symptoms or cognitive performance during exposures when CO 2 was added. They concluded that the presence of moderate concentrations of bio-effluents (an atmospheric pollutant that emanates from humans or animals) and CO 2 at 3000 ppm will result in harmful effects on occupants during typical indoor exposures, but not pure CO 2 .
Finally, on a different note, stressful activity may further increase CO 2 levels compared to a relaxing activity, as the recent work by Gall et al. [61] shows, which looked at the impact of cognitive tasks on human emission rates of CO 2 and isoprene.

Respiratory System Effects
From studies performed in schools, two [62,63] found a significant association between elevated CO 2 concentrations (above 2000 ppm) and wheezing, while four studies [64][65][66][67] found no significant association. Two studies [57,68] found no association between CO 2 concentration and difficulty breathing, while Mi et al. [65] significantly associated 500-1900 ppm of CO 2 with daytime breathlessness but not nocturnal breathlessness. Mi et al. [65] found a significant association between CO 2 and asthma, while Kim et al. [63] found no significant association between the two. Two school studies [62,69] found a significant association between CO 2 concentration and coughing (at levels >2100 and >1000, respectively), while Madureira et al. [64] found no significant association between the two, at levels between 1000-3000 ppm. At low concentrations of CO 2 (400-800 ppm) in an office environment, Mendell et al. [70] observed no significant association with respiratory illnesses, respiratory-illness-related absences, building-related symptoms or dissatisfaction with indoor air quality and odours. At levels above 2000 ppm, Shriram et al. [3], in a lab study, associated CO 2 with reductions in forced expiratory volume and forced vital capacity.

Neurological Symptoms and Irritation of the Upper Airway System
Several studies investigated the effects of increased CO 2 concentration on neurological symptoms (headaches, fatigue, stress, dizziness and insomnia), as well as irritation of the upper airway system (e.g., eye irritation: tired or strained eyes, dry, itching eyes; rhinitis; dry cough) (Appendix B, Table A3). Some studies [71][72][73][74][75] reported significant associations between CO 2 and a range of neurological symptoms as well as irritation of the upper airway system generally at CO 2 levels above 1000 ppm, whilst three studies [63,76,77] found no clear associations. Carreiro-Martins et al. [78], focussing on children in daycare centres, found conflicting results between the two phases of the project, regarding the CO 2 association with wheezing. Lu et al. [57] found an increase of 100 ppm in dCO 2 to be significantly associated with both neurological symptoms and irritation, i.e., dry throat, tiredness and dizziness, but not with eye dryness, nose itching, runny nose, stuffy nose, sneezing, skin dryness or irritability. Similarly, Norbäck and Nordström [68] significantly associated increases in CO 2 concentrations with headaches, but not with eye symptoms, sinusitis symptoms, dermal symptoms, tiredness or nausea. Chatzidiakou et al. [72] and MacNaughton et al. [74] associated 1000-2000 ppm of CO 2 and an increase of 1000 ppm in dCO 2 concentrations, respectively, with significant increases in dissatisfaction with perceived air quality and a lack of air movement.

Human Physiological Responses
Several studies also investigated human physiological responses to increased CO 2 concentrations (Appendix B, Table A5). Jung et al. [79] reported that increased CO 2 concentrations indoors were positively associated with allostatic load (the cumulative burden of chronic stress) on the neuroendocrine system, which may be linked to sick building syndrome (SBS). Lu et al. [80] associated 400-1500 ppm of CO 2 with higher levels of 8-OHdG (a biomarker of oxidative stress) in urine, which was then significantly associated with eye dryness, nose itching, sneezing, dry throat, skin dryness and dizziness. Similarly, Tomoda et al. [81] associated 700-1500 ppm of CO 2 with increases in urinary pH and bicarbonate levels. MacMaughton et al. [74] Zhang et al. [59] and Vehviläinen et al. [58] associated CO 2 concentrations with changes to heart rate and or increases in peripheral blood circulation. At CO 2 concentrations of 2000-3000 ppm, Shriram et al. [3] predicted an increase in the pCO 2 in the lungs of 3 mm Hg and a decrease in the partial pressure of oxygen of 7 mm Hg. However, this did not cause a significant reduction in oxygen saturation content in the blood. In Zhang et al. [59], exposure to 3000 ppm and bioeffluents, by restricting ventilation, significantly increased diastolic blood pressure and salivary α-amylase (biomarker of stress) levels compared to 500 ppm. However, no significant effects were observed when exposed to 3000 ppm generated by the addition of pure CO 2 . Zhang et al. [52] did not observe significant changes in the measured physiological responses, which included blood pressure, respiration rate and stress biomarkers. However, the two studies [52,59] found associations with increases in end tidal CO 2 , the concentration of CO 2 in exhaled air. Finally, Vehviläinen et al. [58] also associated CO 2 concentrations with transcutaneously assessed pCO 2 (the partial pressure of CO 2 ) in blood circulation and elevated CO 2 concentrations in tissues, whilst Terleph et al. [82] associated CO 2 concentrations with elevated cortisol levels in children susceptible to CO 2 -induced panic attacks.

Animal Physiological Responses
The animal physiological responses are summarised in Appendix B, Table A6. Thom et al. [83] reported inflammatory responses in mice exposed to 2000 or 4000 ppm CO 2 for two hours. The CO 2 exposures stimulated neutrophils to produce microparticles containing high concentrations of the pro-inflammatory cytokine interleukin-1β. Inflammatory vascular damage was also observed, including vascular leaks in the brain, muscle and distal colon. There were no signs of compromised physical or gastrointestinal function and all changes were resolved 13 h post exposure [83]. Similarly, in an ex vivo study, human and murine neutrophils generated microparticles containing high levels of interleukin-1β when incubated in a buffer equilibrated with 1000 to 4000 ppm CO 2 [84]. Increased expression of the inflammatory marker ICAM-1 (intercellular adhesion molecule 1) was observed in the bronchial epithelium of mice exposed to 5000 ppm CO 2 for six hours [85].
Rats exposed to 3000 ppm pure CO 2 for 30 days showed significant decreases in food intake, increased total body sodium and reduced adrenal mass, which is consistent with low-grade stress [86].
Young female rats exposed to 700 ppm pure CO 2 six hours per day for 15 days displayed changes in behaviour including increased inactivity and grooming and increased levels of corticosterone, which may be indicative of a stress response. Increased drinking and changes in muscle composition were also observed in the animals exposed to 700 ppm CO 2 [87].
Plasma calcium levels and kidney calcium content were significantly increased in guinea pigs exposed to 5000 ppm CO 2 for eight weeks. All values returned to control levels following an eight-week recovery period [88].
Exposure to 1000 ppm or 3000 ppm CO 2 in utero and during early development resulted in increased anxiety behaviour, elevated corticosterone levels and structural changes in the brains of adolescent rats. Blood and brain levels of insulin-like growth factor 1 (IGF-1), which plays a role in brain development, were reduced in animals exposed to 1000 ppm and 3000 ppm CO 2 . Spatial learning and memory were also impaired in animals exposed to 3000 ppm CO 2 [89].

Analysis of Study Design
To better understand the level of confidence we can have in results linking CO 2 and health, the individual human study designs of investigations were assessed against selected criteria: Were confounding factors that may have affected health outcomes controlled or accounted for? The confounding factors identified were temperature, humidity, noise, ventilation, human bio-effluents, lighting and indoor air pollutants.
Was the prior health of participants controlled or accounted for? Were there potential cross-over effects from having multiple experiments over a short period?
Was the cohort large enough (more than five participants)? Was the duration of CO 2 measurement sufficient to well characterise the range of CO 2 concentrations present?
Can we have confidence in the certainty of the CO 2 measurement equipment?
For each of the criteria, the studies were classed as "satisfactory", "unclear" or "unsatisfactory". Good study design is especially important when understanding health outcomes; for example, when there are several confounding factors in an environment, it is very difficult to identify with confidence which may be responsible for health outcomes.
The results of this analysis are shown in Table 2. Most of the experimental conditions are summarised in Du et al. [15], so are not repeated here. Table 2. A comparison of each investigation against the study design criteria, green/ = satisfactory, yellow/~= unclear and red/ = unsatisfactory. For the confounding factors, T = temperature, RH = relative humidity, N = noise, IAP = indoor air pollutants, V = ventilation, HB = human bio-effluents and Li = lighting. For the study type, L = laboratory or controlled setting, S = school or daycare based, O = office based and H = home based.   Table 2, it can be seen that many important confounding factors (temperature, humidity, noise, ventilation, human bio-effluents, lighting and other indoor air pollutants) are often not controlled or accounted for by all studies. They are more properly controlled in lab studies but not in indoor microenvironmental studies. Secondly, crossover effects are often unaccounted for in many laboratory-based studies, with participants being subject to several exposure conditions over a single day. Thirdly, the prior health of participants is not reported sufficiently in a number of studies. Finally, there is limited concern surrounding the measurement accuracy and duration for CO 2 measurements (if the period is long enough to capture any effects in the lab experiments), with CO 2 being measured accurately with relative ease and low cost.

CO 2 and Health
When considering the individual design of each study, and using that to determine our level of certainty in the results, alongside the conflicting results in research, overall, it is not possible to say with confidence what, if any, of the potential health effects associated with low-level (≤5000 ppm) exposure to CO 2 indoors may be.
Although it is difficult to understand with confidence what the health outcomes of exposure to low levels of CO 2 may be, there were physiological changes reported in both human and animal studies.
Human exposures to <5000 ppm CO 2 were associated with allostatic load on the neuroendocrine system [79] and increases in 8-OHdG, pH and bicarbonate in urine [80,81]. Associations were also found with changes in heart rate [58,59,74], increases in peripheral blood circulation, increased transcutaneously assessed pCO 2 in blood and elevated CO 2 concentrations in tissues [58]. Finally, increases in the partial pressure of CO 2 in the lungs [3], increases in salivary α-amylase (a stress biomarker) [59] and elevated cortisol levels in children susceptible to CO 2 -induced panic attacks [82] were associated with CO 2 exposures.
There is some evidence of effects in laboratory animals exposed to CO 2 ranging from 700-5000 ppm. Effects reported include inflammation [84,85], stress responses, kidney calcification [89] and impaired spatial learning and memory [89]. In studies with a postexposure recovery period, in normal CO 2 conditions, all changes resolved [85,89]. Some of the effects reported in these studies are at a cellular level, with no observable impact on the overall health of the animal. Each study varies considerably in study design including the endpoints investigated, animal model used, number of animals, exposure duration and source of CO 2 . Animal laboratory test environments can more easily control for confounding factors such as temperature, ventilation, light, noise, humidity and other air pollutants. However, these environments are not typically representative of human indoor environments such as schools and offices. Overall, it is not possible to draw any definitive conclusions on the potential health effects of exposure to CO 2 (≤5000 ppm) from the animal data identified.
There is some evidence from epidemiological studies to suggest that exposure to <5000 ppm CO 2 is associated with reduced cognitive performance and sick building syndrome. However, some results are conflicting and when confounding factors are unaccounted for, as is the case for many of the non-laboratory investigations, it is very difficult to understand with confidence which of several factors may have been responsible for the reported health effects. For example, the temperature may have an effect on performance in standardised tests [40,43] and relative humidity can cause respiratory effects which resemble SBS [93]. In cognitive performance studies, the choice of cognitive function test may influence the study outcome as there are several different tests that assess different aspects of brain function. For example, Du et al. [15] found that in studies where pure CO 2 was added to the environment, effects on high-level decision-making performance were only reported when the Strategic Management Simulation (SMS) battery of tests was used. Finally, because CO 2 and other human bio-effluents are linked to a great degree, it is often difficult for researchers to differentiate between the health effects of exposures to each of these components individually.
In laboratory-based studies, it is often easier to control for confounding factors such as temperature, humidity, noise, ventilation, lighting and indoor air pollutants. However, laboratory-based investigations often perform multiple exposures to differing concentrations of CO 2 over a single day. This can potentially cause cross-over effects which makes it difficult to assess which health outcomes can be associated with which individual exposures. Some laboratory-based studies controlled well for a variety of confounding factors but had multiple participants occupying the test environment at the same time. Because humans produce a range of bio-effluents other than CO 2 , which can potentially cause physiological effects [59], these will act as an additional confounding factor that needs to be controlled for.

Improving Study Design
There were two main types of studies identified by this critical review. Firstly, school or office-based studies where CO 2 is measured and health questionnaires are collected from participants occupying the environments, to determine whether there is a relationship between CO 2 and health. Secondly, laboratory or chamber-based studies where participants are exposed to varying concentrations of CO 2 in a controlled setting with health outcomes being measured.
In school or office-based studies, it is important to account for confounding factors. Ideally, if time and resources are unlimited, temperature, humidity, noise, ventilation, human bio-effluents, lighting and other indoor air pollutants could be controlled so that the only variable is CO 2 concentration. Where heating, ventilation, and air conditioning (HVAC) systems are available, temperature, humidity and ventilation rates should remain stable. HVAC systems also often contain MERV-or HEPA-type filters, which can also help to reduce particulate matter. When confounding factors are not easily controlled, measurement is an alternative option. If the temperature of a study environment cannot be controlled, measurements can help to understand the temperature variation, and therefore whether it is likely to be an important factor affecting health. For example, in some studies where the temperature could not be controlled, they measured and reported variations in temperature, and informed decisions can be made as to whether this is a factor likely to be affecting health or not. Allen et al. [38] ] provide an example of where several confounding factors are carefully reported, making it easier to assess the epidemiological value of the investigation.
School-or office-based studies will often collect measurements in multiple schools or offices. When this is the case, it is necessary to consider the duration of the measurements. In some studies, only 30 min to two hours of CO 2 measurements were collected in each environment, and this may not be sufficient to represent the wide range of CO 2 concentrations experienced in that environment. The more measurements that can be collected within an environment, the better the understanding of the full range of CO 2 concentrations is and the better this can be linked to health outcomes.
For laboratory-based studies, it is essential to avoid cross-over effects by not having participants subjected to multiple different exposure conditions over a day. Additionally, having multiple participants in a single test environment should be carefully considered, as other human bio-effluents may act as confounding factors.
The studies identified by this review are short-duration studies, ranging from 1 day to a month. A longer-term study measuring potential health effects and CO 2 concentrations in a typical indoor working environment, such as a school or office, would give a better understanding of potential long-term health impacts. The home environment also needs to be considered, as it is the main working/living environment within the current pandemic situation.

CO 2 Guideline Concentrations
To summarise the existing CO 2 concentration guidelines, CO 2 levels ≤1000 ppm represent good or excellent indoor air quality, 1000-1500 ppm represent acceptable or moderate IAQ and concentrations >1500 ppm represent poor IAQ. These levels appear consistent with the existing literature, which reports effects starting at as low as 1000 ppm CO 2 [38,43,44,46]. Two human studies investigating lower concentrations (~400-800 ppm) [66,70] found no significant correlation with health outcomes. Only one of the 51 papers reviewed reported significant effects at <1000 ppm [75]. Recent scientific evidence indicates a support of the initial studies [5,6] in the 1960s, which were used to inform the guidance. However, we cannot be confident that the health effects informing the guidelines are due solely to exposure to CO 2 , due to the limited toxicological/physiological evidence and shortcomings in study design.

Conclusions
Within the current project, we carried out a systematic literature search to identify primary research considering the relationship between CO 2 and health effects. We investigated the grey literature to identify CO 2 guideline and limit concentrations and assessed whether they corresponded well with the existing research. This investigation evaluated the reported health effects of exposure to less than 5000 ppm of CO 2 and the potential physiological links between CO 2 and health effects.
While assessing the study designs of investigations, it was found that many did not account and control for confounding factors such as temperature, humidity, noise, ventilation, human bio-effluents, lighting and other indoor air pollutants. Especially in the case of the home environment used as an office, the ventilation behaviour of the occupants should be considered. There is little concern surrounding the accuracy of CO 2 monitoring, with CO 2 being measured with relative ease and at low cost.
Although several investigations associated low CO 2 concentrations (≤5000 ppm) with effects on health, others did not, and given the shortcomings of study design, it is difficult at present to accurately link CO 2 exposure below 5000 ppm with any health effects. Given that CO 2 is commonly linked with other human bio-effluents, which may have effects on health [74], it is difficult to say whether CO 2 itself is directly responsible for the health effects observed.
In the future, in school-or office-based studies, confounding factors should ideally be controlled, with CO 2 being the only variable. If this is not feasible, investigations should aim to measure and report the variation in confounding factors to allow health scientists to understand whether these are likely to impact the measured health outcomes or not. While measuring in a variety of indoor environments, the exposure period is crucial; it is essential to measure for a long enough duration to fully represent the variability in CO 2 concentrations that may be present.
In laboratory-based studies, it is essential to ensure that participants are not exposed to varying concentrations in a single day, as this can lead to cross-over effects, making the interpretation of results complex. Finally, it should be carefully considered as to whether other human bio-effluents will act as confounding factors when multiple participants are occupying the test environment at once.
Although it is not possible to say with confidence whether CO 2 alone is responsible for health effects at low exposures (≤5000 ppm) and whether it is itself a pollutant, the existing guideline CO 2 concentrations can be indicative of ventilation, human bio-effluent and indoor air pollution concentrations, and therefore, the current consensus that ≤1000 ppm, 1000-1500 ppm and >1500 ppm represent good, moderate and poor indoor air quality, respectively, seems appropriate.

Conflicts of Interest:
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. Table A1. Search strings used for the literature review.

2000-2020] [Languages English]
Appendix B Table A2. A summary of primary research associating CO 2 with cognitive performance effects.

Source CO 2 Concentration (ppm) Health Effects/Comments
Bloch-Salisbury, 2000 N/A Lab: High partial pressure of CO 2 in arterial blood has no significant effects on cognitive function or alertness. Low partial pressure of CO 2 in arterial blood has no significant effects on cognitive function or alertness.

Satish et al., 2012 1000
Lab: Moderate and statistically significant reductions were seen for 6 out of 9 markers of decision-making performance relative to 600 ppm.

2500
Lab: Large and statistically significant reductions were seen for 7 out of 9 of the markers. Two markers, "Focused Activity" and "Information search" did not seem to be significantly affected by changes in CO 2 concentration.

2260
Low ventilation rate (2.31 l/s/p). Exposure of office workers had a weak negative effect on performance only in the information retrieval tasks and slightly increased subjective workload and perceived fatigue. No effects on health symptoms were found.
Allen et al., 2019 1500 Lab: Pilot's odds of passing a manoeuvre was 1.52 times larger when exposed to 1500 ppm rather than 2500 ppm.

2500
Pilot's odds of passing a manoeuvre was 1.69 times larger when exposed to 700 ppm rather than 2500 ppm. Lab: 2.5 h exposure to artificially raised CO 2 up to 5000 ppm compared to 500 ppm did not cause any significant change in perceived air quality, acute health symptoms or the performance of tasks (typical office work). Lab: 25 subjects were exposed for 255 min to each condition. Subjective ratings, physiological responses and cognitive performance were measured.
No statistically significant effects on perceived air quality, acute health symptoms or cognitive performance were seen during exposures when CO 2 was added. Exposures to bio-effluents with CO 2 at 3000 ppm reduced perceived air quality; increased the intensity of reported headache, fatigue, sleepiness, and difficulty in thinking clearly; and reduced speed of addition, the response time in a redirection task, and the number of correct links made in the cue-utilization test. This suggests that moderate concentrations of bio-effluents, but not pure CO 2 , will result in deleterious effects on occupants during typical indoor exposures.
Zhang et al., 2020 1500, 3500, 5000 Lab: For the subjective mental workload, there were no significant differences at different CO 2 conditions. The MATB (Multi-attribute Task Battery) task performance declined significantly when the CO 2 concentration increased from 1500 ppm to 3500 ppm, but there was no significant difference between 3500 ppm and 5000 ppm, or 1500 ppm and 5000 ppm.
Kajtar and Herczeg, 2012 4000 Lab: Participants struggled with maintaining concentration over the 2-3 h period, reporting high scores on the tiredness scales and showing decreased mental performance.

5000
Subjects perceived the environment as more unpleasant and exhausting. At 5000 ppm, a small but significant increase in diastolic blood pressure was observed. At 5000 ppm, the majority of subjects experienced greater respiratory frequency and volumes. This indicates that although the work output and quality was not significantly affected by CO 2 concentration, more mental effort was required at higher CO 2 concentrations. Office workers: Associated with an elevated CO 2 level in transcutaneously assessed pCO 2 in blood circulation, elevated CO 2 concentrations in tissues, changes in heart rate variation and an increase in peripheral blood circulation.
This may be associated with reductions in functional ability.

600-5000
Amount and quality of work produced by subjects was not significantly impacted by the degree of CO 2 concentration.  School children: 1000 ppm increase above the outdoor concentration was associated with a 0.5-0.9% decrease in annual average daily attendance (ADA) of students, corresponding to a relative 10-20% increase in student absence. Annual ADA was 2% higher in traditional than in portable classrooms.

3000
Statistically significant reduction in forced expiratory volume and forced vital capacity relative to 1000 ppm. A predicted increase in the partial pressure of CO 2 in the lungs of 3 mm Hg and a decrease in the partial pressure of O2 of 7 mm Hg. This did not cause a significant reduction in oxygen saturation content in the blood.

Mendell et al., 2015 400-800
Office workers: Not significantly associated with respiratory illnesses and respiratory-illness-related absences, building-related symptoms and dissatisfaction with indoor air quality and odours. However, this may be due to relatively high ventilation rates and low CO 2 concentrations.  Office: Compared with workers exposed to CO 2 concentrations of less than 500 ppm, office workers exposed to CO 2 concentrations of >800 ppm were more likely to report SBS symptoms: "eye irritation" and "upper respiratory symptoms", and more specifically, "tired or strained eyes", "dry, itching, or irritated eyes" and "difficulty in remembering things or in concentrating". Headache was marginally increased at CO 2 levels >800 ppm. Female workers were more likely to report SBS than male workers, and more specifically "eye irritation", "nonspecific symptoms", "higher respiratory symptoms" and "skin irritation". Workers with a history of allergies tended to report more "eye irritation," "nonspecific symptoms" and "lower respiratory symptoms". Schoolchildren: Significantly related to neurological symptoms (headaches, fatigue, malaise) and dissatisfaction with perceived IAQ. Subjective air quality perception was significantly related to indoor environmental conditions such as temperature and CO 2 levels, higher concentrations of airborne dust (PM10), exposure to microbial parameters, such as Penicillium spp./Aspergillus spp., cat allergen (Der f 1), and Streptomyces spp. and exposure to high VOC levels, such as formaldehyde and limonene. Prevalence of dermal and mucosal symptoms, often associated with SBS symptoms, were slightly higher in an urban school, while eczema prevalence was slightly higher in a suburban school.
Jurado et al., 2014~1400 Schools: Statistically significant associations with eye irritation, nasal irritation, throat irritation, headaches, difficulties in concentration and fatigue. Norback and Nordstrom, 2008 Variable, depending on ventilation Reduced air flow: 1030 to 1170 Increased air flow: 1200 to 920 University room temperatures and CO 2 levels were positively associated with different types of SBS symptoms. After mutual adjustment, independent effects of room temperature could be demonstrated, while the associations between CO 2 levels and symptoms were reduced and mostly no longer statistically significant. Headache and tiredness were most prevalent; mucous membrane symptoms were less prevalent. Kim   Lab: Statistically significant reduction in forced expiratory volume and forced vital capacity relative to 1000 ppm. Statistically significant reduction in forced expiratory volume and forced vital capacity relative to 1000 ppm. A predicted increase in the partial pressure of CO 2 in the lungs of 3 mm Hg and a decrease in the partial pressure of O2 of 7 mm Hg. This did not cause a significant reduction in oxygen saturation content in the blood.
Zhang et al. (2016) 500, 5000 Lab: Compared to CO 2 at 500 ppm, 2.5 h exposures to artificially raised CO 2 up to 5000 ppm increased ETCO 2 slightly more. No other significant changes were seen in the measured physiological responses that included blood pressure, respiration rate and stress biomarkers.

Lu et al., 2007~400-1500
Office: Associated with higher levels of 8-OHdG in urine. Higher levels of 8-OHdG in urine were significantly associated with eye dryness, nose itching, sneezing, dry throat, skin dryness and dizziness.
Vehviläinen et al., 2016 700-4000 Office workers: Associated with an elevated CO 2 level in transcutaneously assessed pCO 2 in blood circulation, elevated CO 2 concentrations in tissues, changes in heart rate variation and an increase in peripheral blood circulation, through changes in ventilation rate.

Jung et al., 2014 N/A
Office: CO 2 concentrations, the difference in concentration between indoor and outdoor and the ratio of indoor and outdoor CO 2 concentrations had a statistically significant association with allostatic load on the neuroendocrine system, with allostatic load on the neuroendocrine system being hypothesised to be related to increased incidence of sick building syndrome. This may provide a mechanism by with CO 2 is related to sick building syndrome.

MacNaughton et al., 2016
Increase of 1000 Office workers: Participants who perceived a lack of air movement would report on average 67% more symptoms each day. The 1000 ppm increase was associated with a 43% increase in reported symptoms per person per day and a 2.3bpm statistically significant increase in heart rate, after accounting for potential confounding factors.
Tomoda et al., 1995 700-1500 School: Associated with increases in urinary pH and bicarbonate levels At 1000 and 3000 ppm increased anxiety behaviour, structural changes in the brain, elevated corticosterone levels and reduced insulin-like growth factor 1 levels in the blood and brain. At 3000 ppm spatial learning and memory impaired Schaefer et al., 1979 5000 Guinea pigs Increase in plasma calcium and kidney calcium content. All values returned to control levels following an 8-week recovery period