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Estimating thermal resistance of dry infant bedding — Part 1: a theoretical mathematical model C. A. Wilson and R. M. Laing1) 1) C. A. Wilson is a Lecturer and R. M. Laing an Associate Professor in Clothing and Textile Sciences, at the University of Otago, Dunedin, New Zealand T: + 64 3 479 7546; Email:c.wilson@otago.ac.nz Abstract The purpose of this work was to develop a model for estimating 'dry' and 'wet' thermal resistance of bedding during use. The model takes into account proportions of the body covered by different bedding arrangements, and the effects of an infants sleep position and method of tucking on thickness, thermal resistance and heat loss. Predictions of thermal resistance using various published formulae are compared with those from this study. Key words: insulation, multiple textile layers, air spaces, SIDS 1 Introduction The possible link between thermal stress and SIDS (Sudden Infant Death Syndrome) has lead to evaluations into how the thermal resistance and other characteristics of bedding assemblies affects heat loss from the infant body (Bolton, et al., 1996; Fleming, et al., 1990; Nelson, et al., 1989; Ponsonby, et al., 1992; Wailoo, et al., 1989; Wigfield, et al., 1993). Differences in sleep position, method of tucking, and bedding products used have also been identified between case and control infants (L'Hoir, et al., 1998; Williams, et al., 1996). For example, infants sleeping in the prone position and those using a duvet have both been linked to increased risk of SIDS, while firm tucking and use of a 'drycot' (a 'waterproof' under-bedding layer) have been linked to reduced risk (L'Hoir, et al., 1998; Williams, et al., 1996; Wilson, et al., 1994). Precisely how these variables affect the risk of SIDS is unclear. However, the method of tucking, infant sleep position and the type of bedding affect the thermal resistance of bedding during use (Wilson, et al., 2000; Wilson, et al., 1999b). In an attempt to assess the risk of SIDS, different methods for estimating the thermal resistance of clothing and bedding have been developed. Most are based on the assumption that the covering(s) is of uniform thickness and thus resistance over the surface of both the bed and body is uniform. Thermal resistance of bedding which consists of multiple-layers is also commonly assumed to be estimated by adding either the thickness (Bolton, et al., 1996; Tuohy and Tuohy, 1990) or 'dry' thermal resistance (Ponsonby, et al., 1992; Wigfield, et al., 1993; Williams, et al., 1996) of individual layers measured flat. Estimates are commonly based on measurements of 'dry' thermal resistance determined by Clulow (1978; 1986). The effect of variables such as tucking and sleep position on the arrangement of bedding and air space(s) formed during use has only recently been taken into account (Wilson, et al., 1999a; Wilson, et al., 2000; Wilson, et al., 1999b). During use, bedding adopts one of two possible configurations depending on it's position in relation to the human body: i) that immediately over the body where minimal air spaces are formed between bedding layers, and ii) adjacent to the body where larger air spaces are formed between textile layers (Wilson, et al., 1998). This three-dimensional arrangement of bedding affects the surface area in each configuration (i.e. minimal air spaces were estimated to be approximately 18% of the bedding cross section in the lateral and 36% in the prone and supine positions) (Wilson, et al., 1999b). Thus, the proportion of the bedding surface area with minimal air spacing is relatively small. A further complicating factor is that the thickness of bedding immediately over the body can be less than the thickness of bedding adjacent to the body (by approximately 1000%) (Wilson, et al., 1998). Using the thickness or thermal resistance of the multiple-layer bedding with minimal air spaces between layers to estimate the overall insulation appears likely to result in incorrect estimates. Consequently, the relationship between thermal resistance of bedding during use and SIDS may not have been adequately assessed. Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice The aim of this work was to develop a theoretical mathematical model for estimating thermal resistance of upper-bedding which accommodates the effects of sleep position and method of tucking on the bedding configuration and thus thermal resistance. 2 Theoretical analysis This model of the three-dimensional bedding system is based on the following assumptions: i the thickness of clothing does not contribute to overall thermal resistance of the bedding; ii the infant chest is circular and the body (excluding the head) is thus represented by the frustum of a cone; iii the mattress and bedding beyond the feet and edges of the bed form superinsulating barriers (i.e. no heat is lost from the body along the x-axis (Figure 1a and b) and thus the effective surface area available for heat transfer does not extend to the edges of the bed; iv heat loss through bedding immediately adjacent to the body ranges from negligible along the x-axis to almost the equivalent to that which occurs immediately over the body at the z-axis; v the proportion of the bedding with minimal air spacing between layers remains constant along the length of the 'body' (y-axis) because as the diameter of the 'body' decreases along its length the width of the bedding across the x-axis decreases; and vi as the diameter of the 'body' decreases along its length the combined thickness of the bedding plus air layers adjacent to the 'body' decreases. a Axes describing the orientation of the bedding in use z y Length Height Body 90° x 0° Width b Distance along the bedding surface (x axis) z zi+1 zi bi x xi xi+1 á á á 100mm 300mm 450mm c Surface area of the nude 'body' df3 z y df2 or D3 df1 or D2 l3 l2 D1 Section 3 l1 Section 2 Section 1 x Figure 1 Orientation of the bedding during use and variables used to estimate the width of the bedding surface (x axis) and surface area of each section of the 'body' (y axis) Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice A number of surface areas and proportions of the body are required to estimate heat loss i.e. the nude surface area of the body; the effective surface area of the bedding; the proportions of the bedding surface area across the width of the bed (x-axis) with minimal air spaces and with air layers between; and the proportions of the bedding surface area along the y-axis. The nude surface area, represented by the frustum of a cone excluding the frustum ends (Figure 2a), is: (1) " D+ df % A = πl $ ' # 2 & where: A D df l = = = surface area of the frustum (m2), i.e. the nude surface maximum diameter of the frustum (m) i.e. the chest minimum diameter of the frustum (m) i.e. foot length = length of the frustum (m) i.e. recumbent length (crown to foot) (Booth, 1975) Coverings change the surface from which heat is lost and also increase the surface area available for transfer. The distance between two sites along the bedding cross-section (x-axis) was used to determine the length of the surface. The two boundary sites were selected by examining bedding cross-sections and considering the extent of contact between the upper sheet and mattress layer (Wilson, et al., 1999b). Total distance along the surface of the bedding (Figure 1b) and distances over and adjacent to the body were estimated for two sleep positions (lateral and prone/supine) and three tucking arrangements (loosely, or firmly tucked or swaddled) according to: (2) 8 bT = ∑b i i=1 where: bT bi = = total distance of the external bedding surface along the x axis (mm) surface distance of segment i between sites (mm) e.g. 100 to 150 mm (Figure 1b) " bi = $ # i xi zi = = = (z i +1 − z i ) 2 + ( xi +1 − xi )2 %'& segment across the width of the mattress surface (50 mm), i = 1-10 measurement site i = 1-8 (mm), i.e. sites 100 to 500 mm thickness of bedding at site xi (mm) and b over = ∑ i where: biover biadj = = bi over and badj = ∑ bi adj i surface distance of bedding over the body along the x axis (mm) surface of bedding adjacent to the body along the x axis (mm) Proportions of the bedding over and adjacent to the body were thus: badj b x over = over and xadj = bT bT where: xover = xadj = (3) (4) proportion of the external enclosing surface (i.e. the bedding) over the body with minimal air spaces between proportion of the external enclosing surface adjacent to the body with air spaces between Distance along the surface of the bedding across the foot (Figure 2b) was estimated by comparing the total distance across the surface of the bedding (determined using the bedding cross-section across the shoulders of the 'body') with the perimeter of the nude 'body' for each sleep and tucking position according to: (5) Dper. = πD Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice and distance aT estimated: aT = bT (6) df per Dper The effective surface area of the bedding was therefore: Aeff = 0.5l ( aT + bT ) (1− 0. 21c ) where: Dper aT df per Aeff c (7) = = = = perimeter of the 'body' (m), distance across the bedding surface (x axis) at the 'bottom' of the 'body' perimeter of the 'body' (m), total surface area of the bedding available to transfer heat to the ambient = environment (m2) constant, where c=1 if the head is uncovered and c=0 if the head is covered. a Frustum of a cone b Surface area of a trapezoid aT l bT Figure 2 Variables used to calculate the surface area of a frustum of a cone and surface area of the bedding trapezoid The surface area, thermal resistance of bedding and thickness of the various air spaces formed adjacent to the 'body' decrease down the length of the bed (y-axis) as diameter of the 'body' decreases. Thus the length of the body was divided into three sections. The thermal resistance of section 1 was estimated using the material and air arrangement formed at site 450 mm (xaxis) and section 3 the arrangement at site 100 mm (x-axis) (i.e. based on foot length). Section 2 was estimated as intermediate between sections 1 and 3. The proportions of nude surface area of the 'body' resulting from each section (Figure 1c) were estimated as: (8) " Di + d f i % Asi = π lsi $ ' 2 & # i ∑ where: Asi = surface area of each section of the frustum, i = 1-3 (m2) Di = upper diameter of section i, where i = 1-3 (m) dfi = lower diameter of section i, where i = 1-3 (m) lsi = length of each section of the frustum, where i = 1-3 Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice The length of each section was determined using a 1:2:1 ratio and surface area calculated (Equation 1). The decrease in diameter between the top (D) and bottom (df) of the 'body' was determined by estimating the Di and dfi for each section as follows (Figure 1c): (9) ΔD = (D − d f ) /4 and df 1 = D − ΔD = D2 d f 2 = D2 − ( ΔD ⋅ 2) = D3 d f = D3 − ( ΔD) = d f 3 and the proportion of the surface area accounted for by each section was calculated according to: (10) As ysi = i where : A = A s1 + A s2 + As 3 A ( where: df1-3 D1-3 = = = = ΔD ysi ) lower diameter of each section of the 'body' (m) upper diameter of each section of the 'body' (m) change in diameter between the upper and lower ends of the total 'body' a constant representing the proportion of surface area attributable to each section of the 'body', where i = 1-3 'Dry' and 'wet' thermal resistance of bedding during use are thus estimated according to: -' 0 ! $* R ct = Rct over x over + . ) R ctadj ys1 + Rct adj ys 2 + # Rct y s3 & ,x adj 1 s1 s2 adj " %+ s3 /( 2 ( ) ( ) ( ) (11.1) (11.2) ( where: Ret = Ret over Rctadj Si = x over ) + -./ ')(( R etadj s1 ys 1 ) + (R et adj s2 ys 2 ) + !#" R et adj s3 0 $* ys & , x 1 3 % + adj 2 R ct adj = 0. 278 + 0.0127 d − 0. 0024da1 + 0.00226 da 2 + 0.0143 da 3 − 0.0041da 4 − (0. 344if duvet is present) Retadj Si = R et adj = 0. 024 + 0. 0010d − 0. 0002da 1 + 0. 0018da 2 − (0.0346 if duvet is present) Rct over = Rct over i.e. minimal air spaces between layers (m2K/W) where R ct over = 0.051 + 0. 023d − (0. 469 if duvet is present) Ret over = (Wilson, et al., 1999a) Ret over where there are minimal air spaces between layers (m2kPa/W) according to Wilson, et al., (2000): R etover (if no duvet is present ) = 0.001+ 0.002d or R etover (if a duvet is present ) = −0.007 + 0.001d d = thickness of the air spaces dai determined according to Wilson, et al. (1999b)) and total thermal resistance of the material and adherent air layer as: (10) RctT = Rct + Rctad RetT = Ret + Retad where: RctT = RetT = Rctad = total 'dry' thermal' resistance of the bedding assembly during use including resistance of the adherent air layer (m2K/W) total 'wet' thermal resistance of the bedding assembly during use including resistance of the adherent air layer (m2kPa/W) 'dry' thermal resistance of the adhering air layer (m2K/W) (Wilson, et al., 1999a): R ct ad = 0.197 − 000343d ad Retad = 'wet' thermal resistance of the adhering air layer (m2kPa/W)(Wilson, et al., 2000): 0.2411 R et ad = 0.0111dad Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice Total heat loss was thus: QT = Qd + Qe (13) where: " (T − T a ) % Qd = $ sk ' # R ctT & (13.1) " (P − Pa ) % Qe = $ sk ' RetT # & (13.2) and where: 3 QT Qd = = total heat transfer (W/m2) 'dry' heat transfer (W/m2) Qe = 'wet' heat transfer (W/m2) Application of the model The application of this model depends on access to information about the infants sleep position and tucking arrangement (which affect size and distribution of air spaces), and bedding combinations used. Ambient environment and skin temperature, and vapour pressure data are also required. Data on infants is required. However, given the age of the infants in question (<1 year) and the ethical issues surrounding measurement of some sleep and wrapping combinations (e.g. the prone sleep position and/or duvet use have been identified as increasing risk of SIDS) alternatives to direct validation of the model such as using manikins, were investigated. However, while infant manikins exist, they are either partial infant manikins (e.g. a hip manikin for assessing diapers), too large for the purposes of this study (a toddler), or simplified premature manikins designed for testing incubators (Bolin, et al., 1989; Nanameki, et al., 1998; Sarman, et al., 1992). Thus, validation of the model requires laboratory data from a balance study (similar to that described by Wigfield et al., (1993)) prior to application of the model to SIDS case and control data. Validation will form Part two of this series. To compare resistance and heat loss values calculated using this model with those published by other researchers (Bolton, et al., 1996; Ponsonby, et al., 1992; Wailoo, et al., 1989; Wigfield, et al., 1993), the model was applied using 'set' values identified from the published literature. Four bedding combinations (a sheet (S), a sheet and nine blankets (S+9A), and two of the most common bedding combinations (a sheet and two air-cell blankets (SAA) and a sheet, two aircell and duvet (SAAD)) commonly used to cover New Zealand infants were used (Wilson, et al., 1994). Items were: ii cotton sheet, plain weave, napped, 18.8 x 16.6 yarns/10mm; thickness X =2.5, s.d.=0.3 mm; wool blanket, cellular or air-cell, weft faced, 5.2 x 4.0 yarns/10mm; thickness iii X =6.0, s.d.=0.3 mm; panel quilt or duvet, bulked polyester filling; polyester/cotton, woven plain i weave cover, 32.8 x 19.5 yarns/10mm; thickness X =34.8, s.d.=1.8 mm. The thickness of bedding/air combinations formed during use was measured as previously described in Wilson, et al., (1999b) and relevant thermal resistances determined (Wilson, et al., 1999a; Wilson, et al., 2000). Dimensions of the 'infant' were assumed to be: weight 5100 g; chest circumference 0.37 m; recumbent length 0.56 m; foot length 0.08 m; surface area of the nude 'body' 0.14 m2 (Snyder, et al., 1977). An example of surface areas for the lateral sleep position and other variables are given in Table I a-c. When estimating total heat loss (Equation 13), temperature, relative humidity and vapour pressure at the skin surface were assumed to be Tsk = 35.0°C, 20% R. H. and thus Psk =3.17 kPa with no sensible water loss, and ambient conditions Ta = 16.7°C, 50% R.H. Psk = 0.38 kPa (Bolton, et al., 1996; Tuohy and Tuohy, 1990). Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice Table I Surface  areas,  variables  and  thickness  used  to  estimate  integrated  thermal  resistance  of  the   bedding  system  (m,  unless  otherwise  stated)   Tucking and manikin position a cc bT aT Surface areas in the lateral sleep position Loose 0.66 0.46 Swaddled 0.58 0.41 Firm 0.67 0.46 bover 0.05 0.11 0.05 badj 0.61 0.48 0.62 xover 0.08 0.19 0.08 xadj Aeff 0.92 0.81 0.92 (m2) 0.24 0.21 0.24 0.19 0.17 0.19 b Section variables Section 1 Section 2 Diameter (m ) D df 0.12 0.11 0.11 0.09 0.09 0.08 0.12 0.08 Length (m) 0.11 0.22 0.11 0.44 Surface area (m2) 0.04 0.07 0.03 0.14 Proportions (ysi) 0.29 0.50 0.21 1.00 X s.d. c Thickness of bedding (mm) S SAA SAAD S+9A 1.65 10.25 60.80 41.00 Aeff cov (m2) Section 3 unc. Total 0.23 0.25 2.43 0.46 cov. = head covered unc. = head uncovered 4 Results The estimated thermal resistance of dry bedding immediately over the manikin with minimal air spaces between layers ranged from 0.29 to 1.19 m2K/W for 'dry', and from 0.02 to 0.10 m2kPa/W for 'wet' thermal resistance (Figure 3 a). 'Dry' and 'wet' thermal resistance of all bedding combinations differed significantly (F3,356=23877.55, p≤0.001; F3,356=60440.02, p≤0.001 respectively). Thermal resistance ('dry' and 'wet') of the sheet and nine blankets layers was 310% and 400% (respectively) greater than that of the sheet only. Thermal resistance of bedding adjacent to the manikin with air spaces between layers ranged from 0.18 to 1.02 m2K/W for 'dry' and from 0.02 to 0.08 m2kPa/W for 'wet' thermal resistance. Depending on the tucking and sleep position resistance varied from that with minimal air spaces between by -17 to 29% and -50 to 30% respectively (Figure 3a). However, when comparing mean values only, thermal resistances did not vary significantly irrespective of whether thickness of bedding adjacent to or immediately over the body, was used to estimate resistance (t3 = 1.61, NS; t3 = 0.52, NS). The 'dry' and 'wet' thermal resistances of the bedding estimated using the integrated model are shown in Figure 3b. 'Dry' thermal resistance of the entire bedding assembly ranged from 0.27 to 1.12 m2K/W and 'wet' thermal resistance from 0.02 to 0.10 m2kPa/W. Differences between the thermal resistance of bedding adjacent to the body and that determined using the integrated model ranged from -50% to 7% for 'dry' and -25% to 33 for 'wet' thermal resistance. Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice a minimal air spaces between and that with air spaces between 0.12 1.4 1.2 0.10 1.0 0.07 0.8 0.6 0.05 0.4 0.02 0.2 0.00 0.0 S SAA SAAD S+9A S Bedding combinations SAA SAAD S+9A Bedding combinations b minimal air spaces between and the 'integrated' model 1.4 0.12 1.2 0.10 1.0 0.08 0.8 0.06 0.6 0.04 0.4 0.02 0.2 0.00 0.0 S SAA SAAD S S+9A SAAD S+9A Bedding combinations Bedding combinations Minimal air spaces between SAA Sleep positions and tucking arrangement combinations used to calculate resistance of bedding from thickness of bedding with air spaces between or using the integrated model Lateral, loose Prone, loose Supine, loose Lateral, sw/fm Prone, sw/fm Supine, sw/fm Figure 3 Estimated 'dry' and 'wet' thermal resistance of bedding Differences reflected the effect of tucking and sleep position, and thus the non uniform thickness of bedding, on thermal resistance of the bedding during use. Type of bedding combination (F3,359=18845.67, p≤0.001; F3,359=23523.98, p≤0.001), sleep position (F2,359=2211.96, p≤0.001; F2,359=1944.24, p≤0.001), and tucking arrangements (F2,359=471.69, p≤0.001; F3,359=4344.22, p≤0.001) significantly affected both 'dry' and 'wet' thermal resistance respectively when estimated using the integrated model. Sleep position and tucking arrangement also had a combined effect on thermal resistance of the bedding (F6,359=97.03, p≤0.001; F6,359=120.54, p≤0.001). Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice The estimated total heat losses ranged from 223.65 to 44.40 W/m2 immediately over the manikin through bedding with minimal air spaces and from 257.86 to 46.46 W/m2 adjacent to the manikin through bedding with air spaces (Table II). As expected the most heat was lost through the sheet and least through the sheet and nine air-cell blankets. Estimating total heat loss through bedding using thickness of bedding immediately over the manikin only, masked differences which resulted from the various manikin positions and methods of tucking. The use of mean total heat loss to represent the losses through bedding adjacent to the body does not adequately describe the possible range of losses through the various bedding configurations (Table II b). Estimates of thermal resistance using the integrated model illustrated differences in resistance over the surface of the bed during use. Thus calculating heat loss using estimates of thermal resistance derived using the integrated model are likely to be better representative of what actually occurs. The predicted thermal resistances using various formulae (Bolton, et al., 1996; Ponsonby, et al., 1992; Wailoo, et al., 1989; Wigfield, et al., 1993) were compared with those from this study and are shown in Figure 4. 5 Discussion Conclusions formed about total heat loss for a specific level of insulation and ambient conditions are likely to be erroneous if based i) only on thermal resistance of bedding with minimal air spaces between layers and ii) if the effect of 'wet' thermal resistance is not accounted for. With the exception of Bolton (1996), the effect of 'wet' thermal resistance of materials on their insulation has been largely ignored (Fleming, et al., 1990; Nelson, et al., 1989; Ponsonby, et al., 1992; Wailoo, et al., 1989; Wigfield, et al., 1993). When thermal resistance estimated using the integrated model is compared with that of other researchers it can be seen that use of mean values subsumes the effect of differences in the distribution and size of air spaces among sleep positions and tucking arrangements. Use of mean values based on thickness of bedding with minimal air spaces between layers fails to address the question of how methods of use affect insulation and thus risk of SIDS. The integrated model proposed in this paper enables the effect of body position and tucking on the thickness of bedding adjacent to the body to be accommodated by utilising thickness of bedding with air spaces between layers in the calculation of thermal resistance. Thus the model accommodates differences in thickness of bedding both across and down the length of the bed; proportions of the bedding with minimal air spaces and air spaces between layers; and how these variables affect both 'dry' and 'wet' thermal resistance of the bedding. Researchers have suggested that SIDS cases have greater thermal insulation for a given room temperature than matched controls (Ponsonby, et al., 1992); that SIDS is associated with too little insulation (i.e. when not firmly tucked in infants become more vulnerable to SIDS) (Williams, et al., 1996); and that thermal resistance of bedding over a prone infant is greater than that over other sleep positions. However, methods used to estimate thermal insulation do not appear to have been sufficiently sensitive to differences in resistance to enable the relationship between SIDS and insulation levels to be satisfactorily assessed. For example, thermal resistance of loosely tucked bedding estimated using the integrated model were consistently higher (up to 27%) than firmly tucked bedding or bedding over swaddled infants, irrespective of sleep position. In addition, the prone sleep position (implicated in risk) generally resulted in thermal resistance values intermediate between that for the same bedding over a body in the lateral and supine positions. Re-examination of the relationship between insulation level and risk of SIDS is required. Part II of this series will address validation and reexamine the relationship between insulation and risk of SIDS. Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice Table II Estimated total heat loss through bedding (Ta=16.7°C, Pa=0.380; Tsk=35.0°C, Psk=3.172 kPa) 2 (W/m , n=10) S X a s.d. X SAAD S+9A s.d. X s.d. X s.d. 1.62 57.37 2.32 44.40 0.42 75.11 14.36 61.36 9.10 Over the body with minimal air spaces between 223.65 b SAA 5.27 118.32 Adjacent to the body with air spaces between Overall mean 155.72 58.77 146.41 31.09 Loose 131.74 1.12 101.66 0.70 68.03 2.90 57.39 0.39 Swaddled 257.86 3.79 168.79 1.78 97.36 5.92 75.74 0.66 257.86 3.79 168.79 1.78 97.36 5.92 75.74 0.66 Loose 115.75 0.76 93.68 0.55 66.56 2.73 55.73 0.36 Swaddled 156.41 1.39 118.68 0.88 78.70 3.86 63.73 0.47 Firm 156.41 1.39 118.68 0.88 78.70 3.86 63.73 0.47 Loose Swaddled 82.93 121.27 0.40 0.84 70.68 97.13 0.32 0.59 53.37 67.96 1.76 2.85 46.46 56.85 0.25 0.37 Firm 121.27 0.84 97.13 0.59 67.96 2.85 56.85 0.37 Lateral Firm Prone Supine c Integrated — both over and adjacent to the body Lateral Loose 111.00 0.79 88.63 0.54 61.20 2.38 51.99 0.34 Swaddled 198.22 2.61 134.45 1.32 79.05 4.06 62.53 0.53 Firm 195.62 2.32 137.06 1.26 83.42 4.42 66.21 0.54 Loose 131.21 1.28 97.27 0.77 61.76 2.54 50.55 0.39 Swaddled 170.62 2.33 114.44 1.15 66.17 2.97 52.64 0.45 Firm 171.33 2.36 114.50 1.16 65.98 2.96 52.46 0.45 99.27 0.74 78.25 0.51 52.73 1.86 44.57 0.30 Swaddled 144.64 1.68 102.04 0.92 61.37 2.57 49.71 0.41 Firm 136.18 1.39 99.61 0.82 62.23 2.59 50.82 0.40 Prone Supine Loose Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice a 'Dry' thermal resistance 2.0 1.5 1.0 0.5 0.0 S SAA SAAD S+9A Bedding combination b 'Wet' thermal resistance 50 40 30 20 10 0 S SAA SAAD S+9A Bedding combination c Heat loss 1000 800 600 Wilson and Laing model 400 Bolton, et al., (1996) 200 Nelson,et al., (1989); Wailoo, et al., (1989) Fleming, et al., (1990); Wigfield et al., (1993) 0 S SAA SAAD S+9A Bedding combination Figure 4 Comparison of estimates of 'dry' and 'wet' thermal resistance and total heat loss derived using the integrated model of Wilson and Laing with that of selected authors Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice 6 Conclusions The total thermal resistance of the upper bedding used for infant care is not adequately described by either the thickness of bedding immediately over or that adjacent to the body. The model proposed accommodates differences in thickness and thermal resistance across the bedding and allows their effect on total heat loss to be taken into account. Total heat transfer through bedding combinations should thus be determined using the integrated method rather than estimated from thickness of bedding immediately over the infant. Use of the integrated model to estimate thermal resistance of bedding used to insulate infants in their homes, assumes that the air layer arrangements documented and ambient and skin temperature and vapour pressure are representative of those that occur during actual use. Estimating 'dry' and 'wet' thermal resistance of (Equation 12) and heat loss through (Equation 13) infant bedding used in the home requires measurement of: i infant weight, chest circumference and both recumbent and foot length; ii classification of bedding composition as either duvet(s) or other; iii total thickness of the bedding assembly when arranged flat and with minimal air spaces between; and iv ambient and infant skin temperature and relative humidity under conditions of use. For example during a nominated sleep or as soon after death as possible. Acknowledgements The assistance of J. Anderson, B. Niven, Burston Nuttal, and Alliance Textiles Ltd. is gratefully acknowledged. When measuring thickness of the bedding C. Wilson was supported partially by the New Zealand Cot Death Association, a division of the National Child Health Research Foundation. References Bolin, D., Holmér, I., Sarman, I. and Tunell, R. (1989) The use of an "infant thermal manikin" for assessment of different neonatal heating equipments for premature newborn babies. In Images of the twenty-first century: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 11th Annual International Conference, Vol. Edited by Kin, Y. and Spelman, F. A. Seattle, Washington: Institute of Electrical and Electronic Engineers: pp. 252-253. Bolton, D. P. G., Nelson, E. A. S., Taylor, B. J. and Weatherall, I. L. (1996) A theoretical model of thermal balance. Implications for the sudden infant death syndrome. Journal of Applied Physiology, Vol. 80 (No. 6), pp. 2234-2242. Booth, J. E. (1975) Textile mathematics. Manchester: The Textile Institute. Clulow, E. E. (1978) Thermal insulation properties of fabrics. Textiles, Vol. 7 (No. 2), pp. 47-52. Clulow, E. E. (1986) Extended list of thermal insulation values for infants bedding and clothing-values used to calculate thermal insulation. Figures in Tables I to V in analysis of survey of 100 infants. (Report no. N7012.) Shirley Institute. Fleming, P. J., Gilbert, R., Azaz, Y., Berry, P. J., Rudd, P. T., Stewart, A. and Hall, E. (1990) Interaction between bedding and sleeping position in the sudden infant death syndrome: a population based case control study. British Medical Journal, Vol. 301 (No. 6743), pp. 8589. L'Hoir, M. P., Engelberts, A. C., van Wall, G. T. J., McClelland, S., Westers, P., Dandachli, T., Mellenbergh, G. J., Wolters, W. H. G. and Huber, J. (1998) Risk and preventive factors for cot death in The Netherlands, a low-incidence country. European Journal of Pediatrics, Vol. 157 (No. 8), pp. 681-688. Nanameki, T., Kang, I. and Tamura, T. (1998) Evaluation of heat and moisture transport properties of infants' clothing. In Second International Conference on Human-Environment System, Yokohama, Japan: Human-Environment System: pp. 186-189. Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. International Journal of Clothing Science and Technology 14 (1): 25-40. is available at http://www.ingentaconnect.com/content/mcb/058/2002/00000014/00000001;jsessionid=hhp9wpwv0y19.alice Nelson, E. A. S., Taylor, B. J. and Weatherall, I. L. (1989) Sleeping position and infant bedding may predispose to hyperthermia and the sudden infant death syndrome. Lancet, Vol. i (No. 8631), pp. 199-202. Ponsonby, A. L., Dwyer, T., Gibbons, L. E., Cochrane, J. A., Jones, M. E. and McCall, M. J. (1992) Thermal environment and sudden infant death syndrome: Case control study. British Medical Journal, Vol. 304 (No. 6822), pp. 277-282. Sarman, I., Bolin, D., Holmér, I. and Tunell, R. (1992) Assessment of thermal conditions in neonatal care: use of a manikin of premature baby size. American Journal of Perinatology, Vol. 9 (No. 4), pp. 237-244. Snyder, R. G., Schneider, L. W., Owings, C. L., Reynolds, H. M., Golomb, D. H. and Schork, M. A. (1977) Anthropometry of infants, children and youths to age 18 for product safety design. (Report no. SP-450.) Highway Safety Research Institute, The University of Michigan. Tuohy, P. G. and Tuohy, R. J. (1990) The overnight thermal environment of infants. New Zealand Medical Journal, Vol. 103 (No. 883), pp. 36-38. Wailoo, M. P., Petersen, S. A., Whittaker, H. and Goodenough, P. (1989) The thermal environment in which 3-4 month old infants sleep at home. Archives of Disease in Childhood, Vol. 64 (No. 4), pp. 600-604. Wigfield, R. E., Fleming, P. J., Azaz, Y. E. Z., Howell, T., Jacobs, D. E., Nadin, P. S., McCabe, R. and Stewart, A. J. (1993) How much wrapping do babies need at night? Laboratory and community studies agree. Archives of Disease in Childhood, Vol. 69 (No. 2), pp. 181-186. Williams, S., Taylor, B. J., Mitchell, E. A. and other members of the national Cot Death study group. (1996) Sudden infant death syndrome: Insulation from bedding and clothing and its effect modifiers. International Journal of Epidemiology, Vol. 25 (No. 2), pp. 366-375. Wilson, C. A., Laing, R. M. and Niven, B. E. (1999a) Estimating thermal resistance of multiplelayer bedding materials — re-examining the problem. Journal of the Human-Environment System, Vol. 2 (No. 1), pp. 69-85. Wilson, C. A., Laing, R. M. and Niven, B. E. (2000) Multiple-layer bedding materials and the effect of air spaces on 'wet' thermal resistance of dry materials. Journal of the HumanEnvironment System, Vol. 4 (No. 1), pp. 23-32. Wilson, C. A., Niven, B. E. and Laing, R. M. (1998) Estimating thermal resistance of multiplelayer materials. In Second International Conference on Human-Environment System, Yokohama, Japan: Human-Environment System: pp. 160-163. Wilson, C. A., Niven, B. E. and Laing, R. M. (1999b) Estimating thermal resistance of bedding from thickness of materials. International Journal of Clothing Science and Technology, Vol. 11 (No. 5), pp. 262-276. Wilson, C. A., Taylor, B. J., Laing, R. M., Williams, S. and the New Zealand Cot Death study group. (1994) Clothing and bedding and its relevance to sudden infant death syndrome: further results of the New Zealand Cot Death Study. Journal of Paediatrics and Child Health, Vol. 30 (No. 6), pp. 506-512. Authors Post-print. The final definitive version of this paper, Wilson, C. A. and Laing, R. M. 2002. Estimating thermal resistance of dry infant bedding. Part 1: A theoretical mathematical model. 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