NC State
BioResources
Hitka, M., Naď, M., Gejdoš, M., Joščák, P., Jurek, A., and Balážová, Ž. (2022). "The effect of body mass on designing the structural elements of wooden chairs," BioResources 17(2), 3378-3397.

Abstract

This study aimed to evaluate the effect of increased body mass of users on the structural loading of wooden chair elements following the changes in anthropometric parameters in the adult population of the Slovak Republic. Moreover, the functional parts of a wooden chair most affected by the weight gain of an adult population were defined. The strength analysis of the tested chair was conducted using the program ANSYS. In the software environment, the 3D volume model taking into consideration orthotropic properties of wood was created. The structural elements of chairs for the current adult population are designed for the weight of 110 kg. The results suggest that the weight necessary for designing the structural elements of chairs must be 150 kg (130 kg + 15%). Comfort, physical health, well-being, performance, and security can be increased by designing such a device and equipment meeting the needs of the human body in a long-term viewpoint. It is suggested to create the standard taking into account men with a weight of up to 150 kg. Based on the results of the strength analyses, a chair load with a user’s weight of 150 kg will require a change in the dimensions of the side rails and the cross-section of the legs. The new knowledge gained is helpful for a better design of chair wooden elements taking into account the anisotropic (directional) structure of natural wood.


Download PDF

Full Article

The Effect of Body Mass on Designing the Structural Elements of Wooden Chairs

Miloš Hitka,a Milan Naď,b Miloš Gejdoš,c,* Pavol Joščák,d Andrej Jurek,d and Žaneta Balážová e

This study aimed to evaluate the effect of increased body mass of users on the structural loading of wooden chair elements following the changes in anthropometric parameters in the adult population of the Slovak Republic. Moreover, the functional parts of a wooden chair most affected by the weight gain of an adult population were defined. The strength analysis of the tested chair was conducted using the program ANSYS. In the software environment, the 3D volume model taking into consideration orthotropic properties of wood was created. The structural elements of chairs for the current adult population are designed for the weight of 110 kg. The results suggest that the weight necessary for designing the structural elements of chairs must be 150 kg (130 kg + 15%). Comfort, physical health, well-being, performance, and security can be increased by designing such a device and equipment meeting the needs of the human body in a long-term viewpoint. It is suggested to create the standard taking into account men with a weight of up to 150 kg. Based on the results of the strength analyses, a chair load with a user’s weight of 150 kg will require a change in the dimensions of the side rails and the cross-section of the legs. The new knowledge gained is helpful for a better design of chair wooden elements taking into account the anisotropic (directional) structure of natural wood.

DOI: 10.15376/biores.17.2.3378-3397

Keywords: Work chair; Dimensions of work chair; Weight of a user; Load-carrying capacity; Anthropometry

Contact information: a: Department of Economics, Management and Business, Faculty of Wood Sciences and Technology, Technical University in Zvolen, T. G. Masaryka 24, 960 01 Zvolen, Slovakia; b: Institute of Applied Informatics, Automation and Mechatronics, Faculty of Materials Science and Technology in Trnava, Slovak University of Technology in Bratislava, Jána Bottu 2744/24, 917 24 Trnava, Slovakia; c: Department of Forest Harvesting, Logistics and Ameliorations, Faculty of Forestry, Technical University in Zvolen, T. G. Masaryka 24, 960 01 Zvolen, Slovakia; d: Department of Furniture and Wood Products, Faculty of Wood Sciences and Technology, Technical University in Zvolen, T. G. Masaryka 24, 960 01 Zvolen, Slovakia; e: Institute of Foreign Languages, Technical University in Zvolen, T. G. Masaryka 24, 960 01 Zvolen, Slovakia; *Corresponding author: milos.gejdos@tuzvo.sk

INTRODUCTION

Automation, robotization, and chemical or biological treatment during production can increase productivity in the workplace, but these methods can increase the demand for natural resources. Thus, the environment is affected, and carbon dioxide emissions are produced. The carbon footprint of a product or activity is defined as the total amount of greenhouse gases generated during production and product lifecycle. Because producers try to minimise it, renewable materials such as wood must be used to the maximum extent.

Wood is a unique material utilised everywhere, in all spheres of life. Among the materials used in furniture manufacture (wood, plastics, metal, glass), its carbon footprint is the lowest one (Sandak et al. 2019). Considering its workability, sustainability, and practical utilisation, wood is an attractive material that is preferred in the furniture manufacturing industry.

The ergonomic standards in designing the living space must be adapted to reflect increases in the body dimensions and weight of a population. When designing strength characteristics of wooden chairs, the European standard EN 1335-1 (2020) is used. To date, the effect of anthropometric measurements on individual structural elements of wooden chairs has been taken into account only in the case of adolescent population in schools or in terms of minimising health problems (Van Niekerk et al. 2016).

The issue of designing the structural elements of wooden chairs is extensively described in previous studies (Fenety et al. 2000; Norman et al. 2004). Most of the studies are focused on the correct sitting posture and health problems resulting from it (Carayon and Smith 2000; Robertson et al. 2013). Muscular-skeleton pain and aches, headache, etc. are especially discussed (Kuster et al. 2018; Bontrup et al. 2019). Designing the furniture should correspond with anthropometric data of the main user population (Macedo et al. 2014). In an effort to adapt sizes of the everyday objects to the sizes of final users, designers and constructors draw on the results from the actual anthropometric research, e.g., body height, weight, and BMI index (Body Mass Index) when designing and dimensioning an interior or objects (Andersson and Ortengren 1974; Spryropoulos et al. 2007). The changes in BMI in the past decades have been confirmed by several works (Stevens et al. 2012; Gomula et al. 2015). In many developed countries, trends in an increase in body height are slowing down, even though the weight gain is still in progress (Cardoso and Padez 2008; Lu et al. 2015). A secular trend can be considered an indicator of health, welfare, improved nutrition, and healthcare (Schell and Knutsen 2002; Komlos 2003). Besides health and nutrition, the growth reflects hygiene (Fogel 1986). A secular trend can be observed worldwide. It results from the changes in lifestyle, improved healthcare, miscegenation, and psychosocial changes (Schell 1986; Bogin 1999). It is similar all around the world, with the differences only in its speed and timing (Morgan 2000). The measurements are aimed at the specific points on upper and lower limbs, head, trunk, and the body mass index (BMI), used to evaluate the adequacy of body weight to height (Chen et al. 2016). It is a very effective and simple measurement (Hajdarevic et al. 2016). Moreover, in many countries of central Europe, there are studies dealing with the issue of an increase in body dimensions of an adult population as well as a secular trend (Zellner et al. 2004; Bodenhorn 2010). Weight gain of a population in many countries is due to many factors associated mainly with improved living standards, reflecting the nutrition and lifestyle (Tanner 1992; Eaton et al. 2012). An increase in height can be explained as an impact of the changes in civilization development. The height of children and teenagers is a good sign of this trend (Vignerová et al. 2006). Anthropometric data corresponding with the human body morphology, its size, structure, form, and composition elucidate the quality of life of a specific population (Widyanti et al. 2015). The values of biological characteristics of the human body depend upon endogenous and exogenous factors, the effect of the environment, and social and economic factors (Havari and Peracchi 2017). The nutrition of the specific population is affected by the socio-economic variables (Komlos and Lauderdale 2009); a higher per capita income results in more available, higher quality food. Known in the literature is the secular trend in human body mass (Kelly et al. 2008). Regular and high-quality nutrition is an important factor supporting normal growth and development. Individual differences result from genetic variation and from the nutrition and economic situation during growth. To account for changes in population weight, the database must be updated regularly.

Human health is affected, to a great extent, by the furniture available to sit on. The wrong material or poor ergonomics can cause tiredness, fatigue, allergy, risk of somatic mutation, or latent infection (Neykov et al. 2020). Wooden seating furniture is characterized by a large variability of dimensions and mechanical properties (Branowski et al. 2020). In this paper, the focus is only on chairs with standard construction. The construction of the chair must be stable for everyday use and especially when sitting down and getting out of it. Adequate stability must be ensured also when sitting on some part of the furniture including armrests. The furniture must not tip over, become damaged, or cause a user injury (Bonenberg et al. 2018). Once the chair is properly adjusted for the weight, its resistance to tipover is greater. The user’s weight affects the structural elements directly due to mechanical load. The user’s weight is an effect of mechanical load depending upon the way the furniture is used by the final user, i.e., it depends on the interaction between the user and the furniture. The standards associated with designing the furniture to sit on and its components allow for a maximum weight of 110 kg. Due to rapid weight gain of the users, a higher weight limit should be debated. The joints and individual elements of the furniture are affected by the user’s weight. The seating board is loaded with area load applying to the planar area of the structural element. The bending moment can be reduced by appropriate dimensions of the seat cross-section, whereby the seat size as width and depth must be designed to provide adequate space for the user. The armrest is loaded with the user’s upper limbs. When designing the correct dimensions of cross-section as well as the length, the bending moment of the structural element can be eliminated. Considering the low weight of the user’s upper limbs, the armrest load can be considered irrelevant. The bending load occurs in the case of loading the rails of the furniture to sit on them. The legs are deformed due to stress loading. When vertical force corresponding with the weight gain of a user increases, the legs of chairs bend or deflect. Deflection can be eliminated by designing the correct cross-section dimensions reflecting the increased weight of the users. Considering the cross-section dimensions of legs corresponding with the joint size and leg length, the buckling loading can be considered irrelevant. The authors including Kasal (2006), Kasal et al. (2016), Hu et al. (2019), Hajdarevic et al. (2020), Chen et al. (2022), and Güray et al. (2022) have dealt with the issue of optimising the furniture design using finite element methods (FEM).

The process of change is an inevitable part of the development of human society. It is a natural state of its development and existence. Technological development and social changes are parts of the process. The economy is one of the basic factors affecting technological development and social changes. The development of the population in all areas can be considered a further source of changes, from the population growth in some parts of the Earth to the technology advances and cultural development. In relation to social changes, the technological standards emerge and adapt. Ecological factors, lack of physical activities, constant watching TV, and bad eating habits can result in an increase in BMI very early (Deheeger et al. 1997). In all developed counties, changes in healthcare, social system, education, and food availability occur (Schmidhuber and Traill 2005). The percentage of people suffering from being overweight is growing annually. Overweight or obesity results from a long-term energy imbalance between calories consumed and calories expended due to lifestyle with not adequate sports activities. As this trend is global, the attention paid to the furniture items affected by the weight gain is in high demand. Designing the furniture must correspond with the dimensions and weight not only of the current population but also of the coming generations. Structural elements of chairs determined for the current generation in the Slovak Republic are designed for a weight of 110 kg. All areas of human life are affected by technological development as a part of social changes. Anthropometric and ergonomic requirements are essential in relation to the shape and size of consumer goods. Human comfort, health, wellbeing, performance, and safety can be improved by designing such a device and equipment, which will meet the needs of the human body for a long time. Work and personal spaces and equipment used by people, which are in compliance with the anthropometric and biomechanical characteristics of the users, are some of the important conditions (Langova et al. 2021). Optimising the sitting posture and especially the construction of main components of chairs must correspond with the anthropometric parameters of the current generation (Tunay and Melemez 2008). Anthropometric and ergonomic requirements are also linked with health protection and work safety.

This study aimed to evaluate the effect of increased body mass of users on the structural loading of wooden chairs elements following the changes in anthropometric parameters in the adult population of the Slovak Republic. The new knowledge gained is helpful for a better design of chair wooden elements taking into account the anisotropic (directional) structure of natural wood.

EXPERIMENTAL

An increase in the load of the chair changes the tension of the individual furniture components, which requires the changes in the design dimensions of the chair components. The main aim of the expected construction changes associated with the weight gain of the users must be a decrease in values of mechanical stress and strain in chair components to the values accepted by the standards and avoid chair damage. The mechanical stresses in the chair components can be reduced by suitable changes in the cross-sectional dimensions of components. However, the dimensions of the chair seat such as width and depth must be designed to provide sufficient space for a comfortable seating for a user.

Regarding strength assessment, the chair structure must be resistant to the loads specified in the standards STN EN 1335 (2020), STN EN 1728 (2013), and STN EN 338 (2010). The load capacity analysis of the wooden chair structure for new considered loads is performed according to these standards.

In general, the design and the assessment of reliability of wood structural components in ultimate limit state means that each component has to satisfy the following condition,

(1)

where Sd represents the design value of the actions (internal forces, stresses, etc.) and Rd is corresponding design value of resistance (i.e., load-carrying capacity) of the wooden structural component.

The design value of corresponding strength of wood material is defined by Eq. 2,

(2)

where fk is the characteristic value of strength, kmod is modification factor taking into account the loading process and moisture, and γM is the partial factor for material property.

The strength analysis of the tested chair was conducted using the program ANSYS. In the software environment, the 3D volume model taking into consideration orthotropic properties of wood was created. The material used to make the chair was oak. The physical properties of oak for chair model (Fig. 1) load simulations, which are used in the computational finite element model, are given in Table 1.

Fig. 1. Chair model

In terms of the direction of the oak fibers, the configuration of the individual chair components with respect to the global coordinate system of the computational model is different. The assignment of the axes (longitudinal, radial, tangential) of the local coordinate system of the individual components to the axes (x, y, z) of the global coordinate system of the computational model are given in Table 1. The strength properties of the chair made of oak material are shown in Table 2.

Table 1. Mechanical Properties of Oak (STN EN 338), (Wood Handbook, 2010) and their Assignment to Chair Components

Table 2. Strength Properties of Chair Material – Oak (Source: Khestl and Mec 2013)

 

To the strength verification of chair structure for the ultimate limit state, the computational model is created and corresponding simulations for considered loads are performed. When creating a computational simulation model, the wood inhomogeneity and mutual configuration of components, from which the chair is made, must be taken into account. The configuration of the chair structural components and assignment of orthotropic properties of oak are shown in Table 1.

The simulation computational model of the chair was created using the ANSYS code based on finite element method (Fig. 2b) is used.

Fig. 2. Chair model (a – dimensions of chair; b – finite element model)

In accordance with standards STN EN 1335 (2020) and STN EN 1728 (2013), the chair loading cases are specified in Table 3, and for these load cases the computational simulations are performed. The stress and strain states that occur in the chair components as a result of the considered loads must fulfill the conditions given in Eq. 1.

Table 3. Specified Load Cases of Chair According to STN EN 1335 (2020) and STN EN 1728 (2013)

 

In order to gather data on the body mass, national institutions were contacted and the public sources were analysed. The sample consisting of 71,816 male participants aged 18 to 70 was analysed to evaluate the development in the body mass of the Slovak population in the years 1993 to 2017. The sample was provided by the Public Health Authority of the Slovak Republic. The analysis was carried out in individual years over the studied period. The third degree polynomial was used to describe the trend in body mass.

RESULTS AND DISCUSSION

Secular Trend

The development of an average body weight of male population over the years 1993 to 2017 is presented in Fig. 3. There was an annual increase in body weight of 0.167 kg. From 1993 to 1997, there was a weight gain to the value 83 kg. Until the year 2005 it remained the same. After 2005, there was a fluctuation in the average male body weight. The lowest average value of body weight was measured in the year 1993; it was 80.5 kg. The highest average value of body weight was measured in the year 2015; it was 85.5 kg.

Fig. 3. Development of the body weight of male population in 1993 to 2017 (sampling unit of 1,079 men aged 18 to 25)

In terms of the age groups, the changes in body weight of male population in the years 1993 to 2017 are shown in Fig. 4. A significant difference was identified in the case of the youngest age group (18 to 25 years). The average values were much lower than in other groups. In this age group, an annual increase in body weight by 0.198 kg was observed. The most significant increase in the body of all investigated age groups was observed in the case of group 3 (26 to 35 years). There is an annual increase by 0.207 kg. Following the data of the Public Health Authority of the Slovak Republic and other available sources (Ministry of Health of the Slovak Republic 2017; Public Health Authority of the Slovak Republic 2020; Statistical Office of the Slovak Republic 2021), there were approximately 113,000 men with a body weight of more than 110 kg, where approximately 11% had a weight of more than 130 kg in Slovakia in the year 2017 (Fig. 5).

Fig. 4. Development of the body weight of male population in the years 1993 to 2017 according to the age groups (sampling unit of 295,261 men aged 18+)

Fig. 5. Development of the average body weight and percentiles for men from 1993 to 2017 (Source: Hitka et al. 2018)

The situation in other European countries is very similar. Therefore, the weight of 110 kg mentioned in actual standards for testing the chairs (EN 12520 (2017) and EN 1728 (2013)) cannot be considered adequate. Following the analysis of the weight of the Slovak (partially also European) men, it is necessary to establish the standard for testing the chairs taking into account men with a weight of up to 150 kg.

Strength Analysis of the Wooden Chair

The numerical simulations on the chair model (Fig. 6) using the finite element method for the considered load cases (Table 3) were performed, and stress-strain states were determined. In accordance with global coordinate system, the results of mechanical stresses were obtained and then transformed into fiber directions for individual groups of chair components. The strength resistance of the chair for loading by user weights of 110 kg and 150 kg can be assessed.

The results of stress-strain states for the user’s weight of 150 kg are presented in Figs. 6 through 13. To compare the results of mechanical stresses that arise in the chair components under the action of considered load cases (Table 3) for users with a weight of 150 kg and 110 kg, the results of mechanical stresses for a user with a weight of 110 kg are also given in Figs. 7, 9, 11, and 13, and they are displayed by bold numbers.

The computational simulations of the chair load exceeded the allowed strength values in some groups of chair components, as shown in Table 2. Exceeding the limit values of strength was also found for a user’s weight of 110 kg. These critical stress states occurred mainly in the side rails of the chair, in the legs, and in the seating plate. When the chair is loaded with a user’s weight of 150 kg, the mechanical stresses acquire values that differ more greatly from the limit values. Values of mechanical stresses that are outside the limit values are highlighted in bold numbers in the tables. Based on the results of the strength analyses, a chair load with a user’s weight of 150 kg will require a change in the dimensions of the side rails and the cross-section of the legs.

Fig. 6. Total chair deformation usum (a) and deformation uz in z direction; (b) (user´s weight is 150 kg; loading case LC-01)

Fig. 7. Tensile/compressive stresses in the chair components – loading case LC-01

Fig. 8. Total chair deformation usum (a) and deformation uz in z direction (b) (user´s weight is 150 kg; loading case LC-02)

Fig. 9. Tensile/compressive stresses in the chair components – loading case LC-02

Fig. 10. Total chair deformation usum (a) and deformation uz in z direction (b) (user´s weight is 150 kg; loading case LC-03)

Fig. 11. Tensile/compressive stresses in the chair components – loading case LC-03

Fig. 12. Total chair deformation usum (a) and deformation uz in z direction (b) (user´s weight is 150 kg; loading case LC-04)

Fig. 13. Tensile/compressive stresses in the chair components – loading case LC-04

When designing the parameters of furniture for workplaces, but also households, it is necessary to take into account the physical parameters of future human generations. The design of furniture of all types must correspond to the anthropometric dimensions and weight not only of the current population but also of the future one. Anthropometric and ergonomic needs are essential in many ways, especially in terms of shape, size, and quality of furniture and materials used. The importance of anthropometric parameters when designing especially dimensions of chairs has been confirmed by an analysis of the anthropometric data of an adult population in seven countries (Ran et al. 2017). Chair design should include actual trends in development of an adult population, and a secular trend and should be applied in manufacturing. Kureli et al. (2020) evaluated the strength of designed chairs in comparison with industrially manufactured chairs. The result was that the designed chairs were better adapted to the higher load.

The existence of a secular trend as a global phenomenon is confirmed by the results of the research studies conducted abroad. The results of an anthropometric research carried out in the Czech Republic by Kovařík (2009) show that there has been a significant increase in body dimensions (especially body weight and height) in the Czech population, similarly to the Slovak one. There is an interesting finding mentioned by Kovařík (2009) that there is no correlation between an increase in weight and height. Weight gain of the Czech population is faster than an increase in height, especially in the case of men. Social status and education are some of the important factors affecting an increase in population, due to lifestyle differences such as living standard, better-quality nutrition, and sports activities.

In general, strength analysis of wooden chairs in the case of different types of loading has not been mentioned in the literature very often. Similar research was conducted with rattan chairs, but only the effect of the way of rattan weaving on the load-carrying capacity was investigated (Gu et al. 2016).

Kuskun et al. (2018) verified the strength elements of chairs manufactured from beech (Fagus sylvatica). The chairs constructed with any size of tenons could meet the light-duty service (domestic usage), except for the chairs constructed with 30 by 30 mm tenons. The chairs constructed with 50 by 50 mm tenons could meet the heavy-duty service, whereas the chairs constructed with 30 by 50 mm tenons could meet the medium-duty service.

A strength analysis of wooden chair frame was carried out by the authors of the study (Hajdarevic and Busuladzic 2015). The results indicated that the chair side frame becomes stiffer as the position of the stretcher is lowered and/or the stretcher cross section is increased. The results revealed that stiffness of joints in a frame had a considerable impact on the structure deflection. A satisfactory agreement was found between the numerical results and the results obtained by direct stiffness method. Other critical parts in chair frame emerge in the analysis with increased weight loading.

Chairs are designed for the current adult population weighing 110 kg as the load-carrying capacity. Following the analyses of the selected anthropometric parameters, it was determined that the load-carrying capacity of chairs must be designed for users weighing over 150 kg. Following the weight analysis of men in Slovakia and other European countries and in addition to improving the existing standards aimed at testing chairs, it is necessary to develop new standards for people weighing over 150 kg. Furniture of all types must be designed with respect to anthropometric proportions, especially weight and height, and not only for the current population, but also for the future population. It is suitable to produce chairs for the normal population (normal weight being up to 110 kg) and higher weight population (higher weight being up to 150 kg) (Hitka et al. 2018).

However, well-designed ergonomic parameters of chairs do not imply a positive sense of comfort for users (Maradei-Garcia et al. 2017). The sampling unit of women aged 20 to 45 with BMI 20 to 30 kg/m2 participated in the survey. The sense of comfort or discomfort cannot be unequivocally defined, although there are parameters that can be measured (de Looze et al. 2003).

Modification of wooden chair designs considering the weight of the users will ask for further research on the effect of the sitting posture on the health, sense of comfort, durability, and safety as well as on the effect of various construction methods and materials.

Cleaner production is a concept that means practical application of a sustainable development strategy. Therefore, individual stages of a cleaner production can be defined as an effort to reduce waste and carbon footprint. It is a continual and systematic application of an environmental pollution-control strategy focused on processes, products, and services. The aim of it is to increase effectiveness and to reduce the risks for a human and subsequently for the environment.

The secular trend causing with an increase of structural loading of chair elements is an important reason to design wooden chairs with consideration of the directional structure of wood. This can support cleaner production by decreasing material usage.

CONCLUSIONS

  1. The average values of body weight were much lower than in other groups. In this age group, an annual increase in body weight by 0.198 kg was observed. The most significant increase in the body of all investigated age groups was observed in the case of group 3 (26 to 35 years). There is an annual increase by 0.207 kg.
  2. Based on the obtained results, the permitted strength values were exceeded for some groups of chair components. Exceeding the strength limits was found for a user weight of 110 kg. These critical stress states occurred mainly in the side rails of the chair, in the legs, and the seat plate. If the chair is loaded with the user’s weight of 150 kg, the mechanical stress acquires values that differ significantly from the limit values. Following the analyses, the need to design the structural chair element for a weight of 150 kg (130 kg plus 15%) can be seen. It is suggested to establish the standard taking into account people with the weight of up to 150 kg.
  3. Based on the results of the strength analyses, a chair load with a user’s weight of 150 kg will require a change in the dimensions of the side rails and the cross-section of the legs.
  4. The aim of the production is to increase the effectiveness and to eliminate the risk for humans and the environment. The secular trend causing with an increase of structural loading of chair elements is an important reason to design wooden chairs with consideration of the directional structure of wood. This can support cleaner production by decreasing material usage. Individual stages of a cleaner production can be defined as an effort to reduce waste and carbon footprint.

ACKNOWLEDGEMENTS

The research was supported by project APVV-20-0004 The Effect of an Increase in the Anthropometric Measurements of the Slovak Population on the Functional Properties of Furniture and the Business Processes, project VEGA 1/0796/20 – Development of advanced models for design and optimization of heat treatment and joining processes of newly developed high-strength steels, and ITMS: 313011T720 Progressive research of performance properties of wood-based materials and products (LignoPro), supported by the Operational Programme Integrated Infrastructure (OPII) funded by the ERDF.

REFERENCES CITED

Andersson, B. J., and Ortengren, R. (1974). “Lumbar disc pressure and myoelectric back muscle activity during sitting. II. Studies on an office chair,” Scandinavian Journal of Rehabilitation Medicine 6(3), 115-121.

Bodenhorn, H. (2010). “Height, weight and body mass index of mid-19th century New York legislative officers,” Economics & Human Biology 8(2), 291-293. DOI: 10.1016/j.ehb.2009.12.001

Bogin, B. (1999). Patterns of Human Growth. Cambridge University Press, Cambridge.

Bonenberg, A., Branowski, B., Kurczewski, P., Lewandowska, A., Sydor, M., Torzynski, D., and Zablocki, M. (2018). “Designing for human use: Examples of kitchen interiors for persons with disability and elderly people,” Human Factors and Ergonomics in Manufacturing & Service Industries 29(2), 177-186. DOI: 10.1002/hfm.20772

Bontrup, C., Taylor, W. R., Fliesser, M., Visscher, R., Green, T., Wippert, P. M., and Zempa, R. (2019). “Low back pain and its relationship with sitting behaviour among sedentary office workers,” Applied Ergonomics 81, article no. 102894. DOI: 10.1016/j.apergo.2019.102894

Branowski, B., Starczewski, K., Zablocki, M., and Sydor, M. (2020). “Design issues of innovative furniture fasteners for wood-based boards,” BioResources 15(4), 8472-8495. DOI: 10.15376/biores.15.4.8472-8495

Carayon, P., and Smith, M. J. (2000). “Work organization and ergonomics,” Applied Ergonomics 31(6), 649-662. DOI: 10.1016/S0003-6870(00)00040-5

Cardoso, H. F., and Padez, C. (2008). “Changes in height, weight, BMI and in the prevalence of obesity among 9-to 11-year-old affluent Portuguese schoolboys, between 1960 and 2000,” Annals of Human Biology 35(6), 624-638. DOI: 10.1080/03014460802464200

Chen, B., Xia, H., and Hu, W. (2022). “The design and evaluation of three-dimensional corner joints used in wooden furniture frames: Experimental and numerical,” BioResources 17(2), 2143-2156. DOI: 10.15376/biores.17.2.2143-2156

Chen, S., Guo, X., Yu, S., Zhou, Y., Li, Z., and Sun, Y. (2016). “Anthropometric indices in adults: which is the best indicator to identify alanine aminotransferase levels?” International Journal of Environmental Research and Public Health 13(2), 226. DOI: 10.3390/ijerph13020226

de Looze, M. P., Kuit-Evers, L. F. M., and van Dieen, J. (2003). “Sitting comfort and discomfort and the relationships with objective measures,” Ergonomics 46(10), 985-997. DOI: 10.1080/0014013031000121977

Deheeger, M., Rolland Cachera, M. F., and Fontvielle, A. M. (1997). “Physical activity and body composition in 10-year-old French children: Linkages with nutritional intake?” International Journal of Obesity 21, 372-571.

Eaton, D. K., Kann, L., Kinchen, S., Shanklin, S., Flint, K. H., Hawkins, J., Harris, W. A., Lowry, R., McManus, T., Chyen, D., Whittle, L., Lim, C., and Wechsler, H. (2012). “Youth risk behavior surveillance – United States 2011,” Morbidity and Mortality weekly Report. Surveillance Summaries 61(4), 1-162.

Fenety, P. A., Putnam, C., and Walker, J. M. (2000). “In-chair movement: Validity, reliability and implications for measuring sitting discomfort,” Applied Ergonomics 31(4), 383-393. DOI: 10.1016/S0003-6870(00)00003-X

Fogel, R. W. (1986). “Physical growth as a measure of the economic well-being of populations: The eighteenth and nineteenth centuries,” in: Human Growth: A comprehensive Treatise, F. Falkner and J. M. Tanner (eds.), Plenum Press, New York, pp. 263-281.

Gomula, A., Nowak-Szczepanska, N., Danel, D. P., and Koziel, S. (2015). “Overweight trends among Polish schoolchildren before and after the transition from communism to capitalism,” Economics & Human Biology 19, 246-257. DOI: 10.1016/j.ehb.2015.09.002

Gu, Y. T., Wu, Z. H., and Zhang, J. L. (2016). “Load-deflection behavior of rattan chair seats,” Wood and Fiber Science 48(1), 13-24.

Güray, E., Ceylan, E., Kasal, A. (2022). “Weight-strength optimization of wooden household chairs based on member section size,” Maderas: Ciencia y Tecnología 24(31), 1-24. DOI: 10.4067/S0718-221X20210.4067/S0718-221X2022005

Haghravan, S., Keshavarz, S. A., Mazzaheri, R., Alizadeh, Z., and Mansournia, M. A. (2016). “Effect of omega-3 PUFAs suplementation with lifestyle modification on anthropometric indices and vo2 max in overweight women,” Archives of Iranian Medicine 19(5), 342-347.

Hajdarevic, S., and Busuladzic, I. (2015). “Stiffness analysis of wood chair frame,” Procedia Engineering 100, 746-755. DOI: 10.1016/j.proeng.2015.01.428

Hajdarevic, S., Obucina, M., Mesic, E., and Martinovic, S. (2020). “Strength and stiffness analyses of standard and double mortise and tenon joints,” BioResources 15(4), 8249-8267. DOI: 10.15376/biores.15.4.8249-8267

Havari, E., and Peracchi, F. (2017). “Growing up in wartime: Evidence from the era of two world wars,” Economics and Human Biology 25, 9-32. DOI: 10.1016/j.ehb.2016.09.002

Hitka, M., Joščák, P., Langová, N., Krišťák, Ľ., and Blašková, S. (2018). “Load-carrying capacity and the size of chair joints determined for users with a higher body weight,” BioResources 13(3), 6428-6443. DOI: 10.15376/biores.13.3.6428-6443

Hu, W., Liu, N., and Guan, H. (2019). “Optimal design of a furniture frame by reducing the volume of wood,” Drewno 62(204), 85-97. DOI: 10.12841/wood.1644-3985.275.12

Kasal, A. (2006). “Determination of the strength of various sofa frames with finite element analysis,” Journal of Science 19(4), 191-203.

Kasal, A., Smardzewski, J., Kuşkun, T., and Erdil, Y. Z. (2016). “Numerical analyses of various sizes of mortise and tenon furniture joints,” BioResources 11(3), 6836-6853. DOI: 10.15376/biores.11.3.6836-6853

Kelly, T., Yang, W., Chen, C.S., Reynolds, K., and He, J. (2008). “Global burden of obesity in 2005 and projections to 2030.” International Journal of Obesity 32(9), 1431-1437. DOI: 10.1038/ijo.2008.102

Khestl, F., and Mec, P. (2013). Stavební hmoty II. Technical University of Ostrava, Ostrava.

Komlos, J. (2003). “Access to food and the biological standard of the living: perspectives on the nutritional status of the Native Americans,” The American Economic Review 93(1), 252-255.

Komlos, J., and Lauderdale, B. E. (2009). “The mysterious trend in American heights in the 20th century,” Annals of Human Biology 34(2), 206-215.

Kovařík, M. (2009). “Nové aspekty v ergonomii interiéru,” Interiér 2009, 36-40.

Kureli, I., Altinok, M., and Uysal, E. R. (2020). “Aestheticity and durability optimization in industrial chair design,” Journal of Polytechnic-Politeknik Dergisi 23(4), 1413-1421

Kuskun, T., Kasal, A., Haviarova, E., Kilic, H., Uysal, M., and Erdil, Y. Z. (2018). “Relationship between static and cyclic front to back load capacity of wooden chairs, and evaluation of the strength values according to acceptable design values,” Wood and Fiber Science 50(4), 402-410. DOI: 10.22382/wfs-2018-052

Kuster, R. P., Bauer, Ch. M., Gossweiler, L., and Baumgartner, D. (2018). “Active sitting with backrest support: Is it feasible?” Ergonomics 61(12), 1685-1695. DOI: 10.1080/00140139.2018.1517899

Langova N., Blaskova S., Gaborik J., Lizonova D., and Jurek A. (2021). “Mismatch between the anthropometric parameters and classroom furniture in the Slovak primary schools,” Acta Facultatis Xylologiae Zvolen 63(1), 131-142. DOI: 10.17423/afx.2021.63.1.12

Lu, R., Zeng, X., Duan, J., Gao, T., Huo, D., Zhou, T., Song, Y., Deng, Y., and Guo, X. (2015). “Secular growth trends among children in Bejing (1955 – 2010),” Economics and Human Biology 21, 210-220. DOI: 10.1016/j.ehb.2015.08.009

Macedo, A. C., Azenha1, C. F., and Brito, A. P. (2014). “A case study of ergonomics encompassing white-collar workers: anthropometry, furniture dimensions, working posture and musculoskeletal disorders,” International Journal on Working Conditions 8, 31-43.

Maradei-Garcia, M. F., Galindo-Estupinan, Z., and Catellanos-Olarte, J. (2017). “Comfort testing in office chair design,” UIS Ingenierias 16(1), 69-74.

Ministry of Health of the Slovak Republic (2017). “Open Data Portal of the Ministry of Health of the Slovak Republic,” (http://www.health.gov.sk), accessed 13 January 2022.

Morgan, S. L. (2000). “Richer and taller: Stature and living standards in China, 1979 – 1995,” The China Journal 44, 1-39.

Neykov, N., Antov, P., and Savov, V. (2020). “Circular economy opportunities for economic efficiency improvement in wood-based panel industry,” in: 11th International Scientific Conference Business and Management, Vilnius, Lithuania. DOI: 10.3846/bm.2020.493

Norman, K., Nilsson, T., Hagberg, M., Tornqvist, E. W., and Toomingas, A. (2004). “Working conditions and health among female and male employees at a call center in Sweden,” American Journal of Industrial Medicine 46(1), 55-62. DOI: 10.1002/ajim.20039

Public Health Authority of the Slovak Republic (2020). “Annual report,” (http://www.uvzsr.sk), accessed 14 January 2022.

Ran, L. H., Zhang, X., Luo, H., Liu, T. J., Hu, H. M., and Zhao, C. Y. (2017). “Comparison of anthropometric data for the design of chairs between seven countries,” in: Advances in Ergonomics in Design, F. Rebelo and M. Soares (eds.), 588, pp. 1022-1028. DOI: 10.1007/978-3-319-60582-1_103

Robertson, M. M., Ciriello, V. M., and Garabet, A. M. (2013). “Office ergonomics training and a sit-stand workstation: Effects on musculoskeletal and visual symptoms and performance of office workers,” Applied Ergonomics 44(1), 73-85. DOI: 10.1016/j.apergo.2012.05.001

Sandak, A., Sandak J., Brzezicki M., and Kutnar A. (2019). “Biomaterials for building skins,” in: Bio-based Building Skin. Environmental Footprints and Eco-design of Products and Processes, Springer, Singapore. https://doi.org/10.1007/978-981-13-3747-5_2

Schell, L. M. (1986). “Community health assessment through physical anthropology: Auxological epidemiology,” Human Organization 45(4), 321-327. DOI: 10.17730/humo.45.4.100781062387g4v7

Schell, L. M., and Knutsen, K. L. (2002). “Environmental effects on growth,” in: Human Growth, Development, N. Cameron, (ed.), Academic Press, St. Louis, USA, pp. 165-195.

Schmidhuber, J., and Traill, W. B. (2005). “The changing structure of diets in the European Union in relation to healthy eating guidelines,” Public Health Nutrition 9(5), 584-595.

Spryropoulos, P., Papathanasiou, G., Georgoudis, G., Chronopoulos, E., Kouties, H., and Koumoutsou, F. (2007). “Prevalence of low back pain in Greek public office workers,” Pain Physician 10(5), 651-659.

Statistical Office of the Slovak Republic (2021). “STATdat,” (http://www.statistics.sk), accessed 8 January 2022.

Stevens, G. A., Singh, G. M., Lu, Y., Danaei, G., Lin, J. K., Finucane, M. M., Bahalim, A. N., McIntire, R. K., Gutierrez, H. R., and Cowman, M. (2012). “National, regional, and global trends in adult overweight and obesity prevalences,” Population Health Metrics 10(22). DOI: 10.1186/1478-7954-10-22

STN EN 12520 (2017). “Furniture – Strength, durability and safety – Requirements for domestic seating,” Slovak Office of Standards, Metrology and Testing, Bratislava, Slovakia.

STN EN 1335 (2020). “Office furniture – Office work chair – Part 1: Dimensions – Determination of dimensions,” Slovak Office of Standards, Metrology and Testing, Bratislava, Slovakia.

STN EN 1335 (2020). “Office furniture – Office work chair. Part 2: Safety require-ments,” Slovak Office of Standards, Metrology and Testing, Bratislava, Slovakia.

STN EN 1335 (2020). “Office furniture – Office work chair. Part 3: Test methods,” Slovak Office of Standards, Metrology and Testing, Bratislava, Slovakia.

STN EN 1728 (2013). “Furniture – Seating – Test methods for the determination of strength and durability,” Slovak Office of Standards, Metrology and Testing, Bratislava, Slovakia.

STN EN 338 (2010). “Structural timber – Strength classes,” Slovak Office of Standards, Metrology and Testing, Bratislava, Slovakia.

Tanner, J. M. (1992). “Growth as a measure of the nutritional and hygienic status of a population,” Hormone Research 38, 106-115. DOI: 10.1159/000182580

Tunay, M., and Melemez, K. (2008). “An analysis of biomechanical and anthropometric parameters on classroom furniture design,” African Journal of Biotechnology 7(8), 1081-1086.

Van Niekerk, S. M., Louw, Q. A., and Grimmerk, K. (2016). “Does a prototype ‘Experimental’ chair facilitate more postural changes in computing adolescents compared to a normal school chair?” Work-A Journal of Prevention Assessment & Rehabilitation 55(1), 63-75. DOI: 10.3233/WOR-162390

Vignerová, J., Brabec, M., and Bláha, P. (2006). “Two centuries of growth among Czech children and youth,” Economics and Human Biology 4(2), 237-252. DOI: 10.1016/j.ehb.2005.09.002

Widyanti, A., Susanti, L., Sutalaksana, Z., and Muslim, K. (2015). “Ethnic differences in Indonesian anthropometry data: Evidence from three different largest ethnics,” International Journal of Industrial Ergonomics 47, 72-78. DOI: 10.1016/j.ergon.2015.02.008

Zellner, K., Jaeger, U., and Kromeyer-Hauschild, K. (2004). “Height, weight and BMI of schoolchildren in Jena, Germany – Are the secular changes levelling off?” Economics and Human Biology 2(2), 281-294. DOI: 10.1016/j.ehb.2004.04.006

Article submitted: February 7, 2022; Peer review completed: April 10, 2022; Revised version received and accepted: April 19, 2022; Published: April 29, 2022.

DOI: 10.15376/biores.17.2.3378-3397