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Bill Coburn
Introduction
 Many ways to assess body composition, The BOD
POD® is one
 Valid when controlling body hair, clothing and
temperature
 Sodium bicarbonate and carbonated beverages can
cause bloating and gas in the stomach from carbon
dioxide gas
 No one has researched the effects of extra gas in the
stomach on the BOD POD® measurements
Hypothesis
 Therefore, it is reasonable to hypothesize that percent
body fat as estimated by the BOD POD® in subjects
who ingest Sprite© or Alka-Seltzer® will be
overestimated as compared to the percent body fat
estimates of a control group at the p≤.05 level.
Therefore carbonated beverage intake will not be
permitted before BOD POD® testing. The null
hypothesis is that beverage ingestion will have no
effect on percent body fat estimation in the BOD
POD®.
Purpose of the Study
 The purpose of the study is to measure the percent
body fat of 10 college students using the BOD POD®
and compare results after ingesting Sprite© or Alka-
Seltzer®.
Research Questions
 1. What are the effects of Sprite© ingestion on the
estimation of percent body fat as measured by the
BOD POD®?
 2. What are the effects of Alka-Seltzer® ingestion on
the estimation of percent body fat as measured by the
BOD POD®?
 3. Does stomach gas significantly affect the
estimation of percent body fat by the BOD POD®?
 4. Is the BOD POD® at East Stroudsburg University
reliable?
Significance of the Study
 The BOD POD® is a quick, valid way of assessing body
composition. It is a form of appeal for wrestlers
wanting to wrestle at a lower weight than their initial
assessment allows. This study will investigate the
effects of carbonation on the estimation of percent
body fat as measured by the BOD POD®.
Assumptions
 1. Isothermal effects have been identified (clothing,
hair, thoracic gas volume, and body surface area
 2. Subjects avoid exercise for 4 hours
 3. Subjects avoid other substances that cause
stomach gas as well as food for 4 hours
Limitations
 1. This study will be limited by the population. The
population consists of college students aged 22-32
 2. The body compositions of the population will not
be controlled.
 3. We will use a predicted lung volume instead of
measured
Delimitations
 All subjects will wear compression clothing and swim
caps.
 Subjects’ faces will be clean shaven.
 Subjects’ skin will be dry.
Definitions
 Air-displacement plethysmography—A method of estimating
body volume by the amount of air displaced.
 Dual energy x-ray absorptiometry (DEXA)—A method of
estimating bone density and the bone mineral, fat, and mineral-
free lean tissue of the body by x-ray attenuation.
 Hydrostatic weighing—A method of estimating body volume by
measurement of weight loss when the body is submerged in
water. It is also called underwater weighing or hydrodensiometry.
 Compartment model—Methods of dividing the body into its
component make up. Two compartments separate the body into
fat mass and fat free mass. Four compartment models divide the
body into fat, mineral, lean tissue, and fluid.
 Adibiatic air—Air that changes temperature from a pressure
change.
Background
 Boyle’s law: volume of a confined body of gas varies
inversely as the absolute pressure, provided the
temperature remains unchanged
 Since the BOD POD® is under adibiatic conditions,
Poisson’s law is used
 γ is the ratio of the specific heat of the gas at constant
pressure to that at constant volume
Previous Attempts
 Early 19th century Germans used air displacement to
measure body volume
 Siri improved on this with a chamber and helium
dilution but biological and mechanical factors caused
errors
 Fomon followed that attempt with one for infants. He
failed to account for residual lung volume.
 Helium methods failed to measure lung volume
accurately
Previous Attempts
 Gnaedinger devised an air displacement method based
on animal research. His chamber was too large for the
subjects
 Taylor devised a 2 chamber system to account for
temperature changes and breathing. Errors came from
movement and air trapped in the gut and lungs
The BOD POD ®
 More practical and functional
 Two Chambers with a seat that divides the chambers
 450L front subject chamber and 300L rear reference
chamber
 Diaphragm between chambers acts as volume
perturbation, as one side increases in volume the other
side decreases
 2 point calibration process prepares for human testing
with 50L calibration cylinder
Human Measurement
 Air trapped within skin, hair and closing causes
isothermal conditions.
 Isothermal air is more compressible and can cause the
surrounding tissue to show up as negative volume
 Wearing tight compression clothing and a swim cap
controls for this.
Test Procedure
 Subject is weighed
 Calibration with cylinder follows
 Subject is introduced and breathes ambient air
 Door is opened and closed for second trial. If those
vary too much a third trial is performed
 Volume measurements must be within 150mL of each
other
 Thoracic gas volume can be measured or estimated
Validity to DEXA
 Dual-energy x-ray absorptiometry
 DEXA higher for children
 BOD POD higher in adult men
 Equal in Mexican elderly
 More closely related to each other than hydrostatic
weighing
Validity to Hydrostatic Weighing
 BOD POD has tendency to overestimate
 Subjects prefer the BOD POD
 Disagreement among athletic populations. Valid for
some invalid for others
 Disagreement on person to person basis
Factors Affecting Validity
 Hospital gowns cause 5.5% underestimation in women and
9% in both sexes
 T-shirt underestimates 4.1% in men and 2.9% in women
 A t-shirt and track-suit pants causes an underestimation of
percent body fat by 11.8% in men and 10.2% in women
 Males in cotton shorts underestimates by 3%
 Scalp hair led to a 2.3% underestimation while facial hair
led to a 1% underestimation
 Excess heat and moisture will also lead to a small but
significant underestimation of percent body fat by 1.8%
Reliability
 Intra-device reliability is high
 Inter-device reliability is variable depending on
location
 Different units in the same lab are high
 Units in different locations have low reliability
Predicted vs Measured Thoracic
Gas Volume
 McRory found no difference but recommended
measured for research
 Predicted method caused overestimation in some
populations
Carbonated Beverage and Sodium
Bicarbonate Intake
 Ingestion of Sprite© can cause bloating and belching
after ingestion of 300mL. This ingestion did not affect
the physiological functions
 Ingestion of sodium bicarbonate will also cause carbon
dioxide gas production. The full expected amount
would take over three hours after ingestion of 1.8g of
baking soda
Participants
 10 ESU graduate and undergraduate students were
used
 Age 23-32
 All in good health
 Randomized into which treatment they received at the
first testing session
Instrumentation
 BOD POD Gold Standard model BOD POD 2007A
used for collection of data
 Quality control measures performed before each
session
Procedures
 Quality control measures
 Subjects randomized into which treatment they received on the first
test
 Each session began with a baseline test. We used estimated thoracic
gas volume because the breathing tube was not available
 Subjects ingested beverage as fast as possible after the baseline test
 12 ounce can of Sprite or 4 ounces of water with 2 Alka-Seltzer tablets
dissolved in solution
 Subjects were not to expel any gas
 BOD POD measurements repeated 10 and 30 minutes after ingestion
 Second testing session occurred between 24 and 96 hours after the first
testing session
Beverage Ingestion
BOD POD Testing
Statistical Analysis
 SPSS
 Two-way ANOVA
 T-Test
 Pearson correlation
Descriptive Statistics
Descriptive Statistics
Group Mean
Standard
Deviation N
Sprite Baseline 27.05 4.59934 10
Sprite 10 Minutes 27.55 4.62703 10
Sprite 30 minutes 27.52 4.27988 10
Alka Seltzer Baseline 27.8 4.88467 10
Alka Seltzer 10 minutes 28.09 4.58365 10
Alka Seltzer 30 minutes 28.02 4.6346 10
Table 1. Descriptive statistics of the groups
ANOVA results
Type3SumofSquares df MeanSquareF Sig.
Beverage 5.34 1 5.34 2.296 0.164
Time 1.85 2 0.925 2.857 0.084
Beverage*Time 0.18 2 0.09 0.102 0.903
Table2.TestsofWithinSubjectEffects
TestsofWithinSubjectEffects
 None of the results were
significant
 Failed to reject the Null
Hypothesis
 Beverage Ingestion does
not affect percent body
fat measurements in the
BOD POD
Reliability Results
 T-Test result was 0.370043. This is not significant
 Pearson Correlation Coefficient was 0.8611935. This is a
strong correlation
 The East Stroudsburg University BOD POD is reliable
Purpose of Study
 Measure effect of stomach gas on body fat percentage
estimation
 No effect
 Test reliability of the BOD POD at East Stroudsburg
University
 It is reliable
Reliability
 We demonstrated strong reliability from day to day in
contrast to the Anderson study. Previously only within
day was reliable
Estimated Thoracic Gas Volume
 Biggest limitation
 Not available, probably lost
 Overestimation may be seen with measured thoracic
gas volume
 We were attempting to artificially inflate the gas
volume
 BOD POD correction equations may counteract the
attempted inflation
Non-compliance with delimitations
 One subject had facial hair which can cause 1%
underestimation, but the facial hair was the same for
both testing sessions
 Male subjects did not shave body hair which can cause
3% underestimation. The body hair level was the same
for both sessions
 One subject had decorations on her bathing suit which
could have trapped air. The same bathing suit was
worn for both sessions
Summation
 Future testing should look at using the measured
thoracic gas volume.
 Varied results on reliability and validity of the system
 REFERENCES
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Academy of Sciences , 96-108.
 Hausmann, E. S., & Slack, S. M. (1939). Physics (2nd ed.). New York, NY: D. Van Nostrand Company, Inc.
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 Lazzer, S., Bedogni, G., Agosti, F., De Col, A., Mornati, D., & Sartorio, A. (2008). Comparison of dual-energy X-ray absorptiometry, air displacement plethysmography and
bioelectrical impedance analysis for the assessment of body composition in severely obese Caucasian children and adolescents. British Journal of Nutrition , 100, 918-924.
 Levenhagen, D. K., Borel, M. J., Welch, D. C., Piasecki, J. H., Piasecki, D. P., Chen, K. Y., et al. (1999). A Comparison of Air Displacement Plethysmography with Three Other
Techniques to Determine Body Fat in Healthy Adults. Journal of Parenteral and Enteral Nutrition , 23, 293-299.
 Lockner, D. W., Heyward, V. H., Baumgartner, R. N., & Jenkins, K. A. (n.d.). Comparison of air-displacement plethysmography, hydrodensiometry, and dual x-ray
absorptiometry for assessing body composition of children 10 to 18 years of age. Annals New York Academy of Sciences , 72-78.
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 McCrory, M. A., Mole, P. A., Gomez, T. D., Dewey, K. G., & Bernauer, E. M. (1998). Body composition by air-displacement plethysmography by using predicted and measured
thoracic gas volumes. Journal of Applied Physiology , 84, 1475-1479.
 Minderico, C. S., Silva, A. M., Fields, D. A., Branco, T. L., Martins, S. S., Teixeira, P. J., et al. (2008). Changes in thoracic gas volume with air-displacement plethysmography after
weight loss program in overweight and obese women. European Journal of Clinical Nutrition , 62, 444-450.
 Moon, J. R., Tobkin, S. E., Costa, P. B., Smalls, M., Mieding, W. K., O'Kroy, J. A., et al. (2008). Validity of the BOD POD for assessing body composition in athletic high school
boys. Journal of Strength and Conditioning Research , 22 (1), 263-269.
 Moon, J. R., Tobkin, S. E., Smith, A. E., Roberts, M. D., Ryan, E. D., Dalbo, V. J., et al. (2008). Percent body fat estimations in college men using field and labarotory methods: a
three-compartment approach. Dynamic Medicine , 7, 7.
 Noreen, E. E., & Lemon, P. W. (2006). Reliability of air displacement plethysmography in a large heterogeneous sample. Medicin 7 Science in Sport and Exercise , 1505-1509.
 Nunez, C., Kovera, A. J., Pietrobelli, A., Heshka, S., Horlick, M., Kehayias, J. J., et al. (1999). Body composition in children and adults by air displacement plethysmography.
European Journal of Clinical Nutrition , 53, 382-387.
 Oppliger, R. A., Clark, R. R., & Nielsen, D. H. (2000). New equations improve NIR prediction of body fat among high school wrestlers. Journal of Orthopaedic & Sports Physical
Therapy , 30 (9), 536-543.
 Oppliger, R. A., Nielsen, D. H., & Vance, C. G. (1991). Wrestler's minimal weight: anthropometry, bioimpedance, and hydrostatic weighing compared. Medicine and Science in
Sports and Exercise , 23 (2), 247-253.
 Peeters, M. W. (2012). Subject Positioning in the BOD POD Only Marginally Affects Measurement of Body Volume and Estimation of Percent Body Fat in Young Adult Men.
PLoS ONE , 7 (3), 1-5.
 Peeters, M. W., & Claessens, A. L. (2009). Effect of deviating clothing schemes on the accuracy of body composition measurements by air-displacement plethysmography.
International Journal of Body Composition Research , 7 (4), 123-129.
 Peeters, M. W., & Claessens, A. L. (2011). Effect of different swim caps on the assessment of body volume and percentage body fat by air displacement plethysmography. Journal
of Sports Sciences , 29 (2), 191-196.
 Peroni, M. L., Bertoli, S., Maggioni, M., Morini, P., Battezati, A., Tagiaferri, M. A., et al. (2003). Feasibility of air plethysmography (BOD POD) in morbid obesity: a pilot study.
Acta Diabetol , 40, S59-S62.
 Siri, W. E. (1956). Apparatus for Measuring Human Body Volume*. The Review of Scientific Instruments , 7 (9), 729-738.
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 Taylor, A., Aksoy, Y., Scopes, J. W., du Mont, G., & Taylor, B. A. (1985). Development of an Air Displacement Method for Whole Body Volume Measurement of Infants. Journal
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 Utter, A. C., Goss, f. L., Swan, P. D., Harris, G. S., Robertson, R. J., Trone, et al. (2003). Evaluation of Air Displacement for Assessing Body Composition of Collegiate Wrestlers.
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EFFECT OF CARBONATED BEVERAGES AND SODIUM BICARBONATE ON

  • 2.
  • 3. Introduction  Many ways to assess body composition, The BOD POD® is one  Valid when controlling body hair, clothing and temperature  Sodium bicarbonate and carbonated beverages can cause bloating and gas in the stomach from carbon dioxide gas  No one has researched the effects of extra gas in the stomach on the BOD POD® measurements
  • 4. Hypothesis  Therefore, it is reasonable to hypothesize that percent body fat as estimated by the BOD POD® in subjects who ingest Sprite© or Alka-Seltzer® will be overestimated as compared to the percent body fat estimates of a control group at the p≤.05 level. Therefore carbonated beverage intake will not be permitted before BOD POD® testing. The null hypothesis is that beverage ingestion will have no effect on percent body fat estimation in the BOD POD®.
  • 5. Purpose of the Study  The purpose of the study is to measure the percent body fat of 10 college students using the BOD POD® and compare results after ingesting Sprite© or Alka- Seltzer®.
  • 6. Research Questions  1. What are the effects of Sprite© ingestion on the estimation of percent body fat as measured by the BOD POD®?  2. What are the effects of Alka-Seltzer® ingestion on the estimation of percent body fat as measured by the BOD POD®?  3. Does stomach gas significantly affect the estimation of percent body fat by the BOD POD®?  4. Is the BOD POD® at East Stroudsburg University reliable?
  • 7. Significance of the Study  The BOD POD® is a quick, valid way of assessing body composition. It is a form of appeal for wrestlers wanting to wrestle at a lower weight than their initial assessment allows. This study will investigate the effects of carbonation on the estimation of percent body fat as measured by the BOD POD®.
  • 8. Assumptions  1. Isothermal effects have been identified (clothing, hair, thoracic gas volume, and body surface area  2. Subjects avoid exercise for 4 hours  3. Subjects avoid other substances that cause stomach gas as well as food for 4 hours
  • 9. Limitations  1. This study will be limited by the population. The population consists of college students aged 22-32  2. The body compositions of the population will not be controlled.  3. We will use a predicted lung volume instead of measured
  • 10. Delimitations  All subjects will wear compression clothing and swim caps.  Subjects’ faces will be clean shaven.  Subjects’ skin will be dry.
  • 11. Definitions  Air-displacement plethysmography—A method of estimating body volume by the amount of air displaced.  Dual energy x-ray absorptiometry (DEXA)—A method of estimating bone density and the bone mineral, fat, and mineral- free lean tissue of the body by x-ray attenuation.  Hydrostatic weighing—A method of estimating body volume by measurement of weight loss when the body is submerged in water. It is also called underwater weighing or hydrodensiometry.  Compartment model—Methods of dividing the body into its component make up. Two compartments separate the body into fat mass and fat free mass. Four compartment models divide the body into fat, mineral, lean tissue, and fluid.  Adibiatic air—Air that changes temperature from a pressure change.
  • 12.
  • 13. Background  Boyle’s law: volume of a confined body of gas varies inversely as the absolute pressure, provided the temperature remains unchanged  Since the BOD POD® is under adibiatic conditions, Poisson’s law is used  γ is the ratio of the specific heat of the gas at constant pressure to that at constant volume
  • 14. Previous Attempts  Early 19th century Germans used air displacement to measure body volume  Siri improved on this with a chamber and helium dilution but biological and mechanical factors caused errors  Fomon followed that attempt with one for infants. He failed to account for residual lung volume.  Helium methods failed to measure lung volume accurately
  • 15. Previous Attempts  Gnaedinger devised an air displacement method based on animal research. His chamber was too large for the subjects  Taylor devised a 2 chamber system to account for temperature changes and breathing. Errors came from movement and air trapped in the gut and lungs
  • 16. The BOD POD ®  More practical and functional  Two Chambers with a seat that divides the chambers  450L front subject chamber and 300L rear reference chamber  Diaphragm between chambers acts as volume perturbation, as one side increases in volume the other side decreases  2 point calibration process prepares for human testing with 50L calibration cylinder
  • 17. Human Measurement  Air trapped within skin, hair and closing causes isothermal conditions.  Isothermal air is more compressible and can cause the surrounding tissue to show up as negative volume  Wearing tight compression clothing and a swim cap controls for this.
  • 18. Test Procedure  Subject is weighed  Calibration with cylinder follows  Subject is introduced and breathes ambient air  Door is opened and closed for second trial. If those vary too much a third trial is performed  Volume measurements must be within 150mL of each other  Thoracic gas volume can be measured or estimated
  • 19. Validity to DEXA  Dual-energy x-ray absorptiometry  DEXA higher for children  BOD POD higher in adult men  Equal in Mexican elderly  More closely related to each other than hydrostatic weighing
  • 20. Validity to Hydrostatic Weighing  BOD POD has tendency to overestimate  Subjects prefer the BOD POD  Disagreement among athletic populations. Valid for some invalid for others  Disagreement on person to person basis
  • 21. Factors Affecting Validity  Hospital gowns cause 5.5% underestimation in women and 9% in both sexes  T-shirt underestimates 4.1% in men and 2.9% in women  A t-shirt and track-suit pants causes an underestimation of percent body fat by 11.8% in men and 10.2% in women  Males in cotton shorts underestimates by 3%  Scalp hair led to a 2.3% underestimation while facial hair led to a 1% underestimation  Excess heat and moisture will also lead to a small but significant underestimation of percent body fat by 1.8%
  • 22. Reliability  Intra-device reliability is high  Inter-device reliability is variable depending on location  Different units in the same lab are high  Units in different locations have low reliability
  • 23. Predicted vs Measured Thoracic Gas Volume  McRory found no difference but recommended measured for research  Predicted method caused overestimation in some populations
  • 24. Carbonated Beverage and Sodium Bicarbonate Intake  Ingestion of Sprite© can cause bloating and belching after ingestion of 300mL. This ingestion did not affect the physiological functions  Ingestion of sodium bicarbonate will also cause carbon dioxide gas production. The full expected amount would take over three hours after ingestion of 1.8g of baking soda
  • 25.
  • 26. Participants  10 ESU graduate and undergraduate students were used  Age 23-32  All in good health  Randomized into which treatment they received at the first testing session
  • 27. Instrumentation  BOD POD Gold Standard model BOD POD 2007A used for collection of data  Quality control measures performed before each session
  • 28. Procedures  Quality control measures  Subjects randomized into which treatment they received on the first test  Each session began with a baseline test. We used estimated thoracic gas volume because the breathing tube was not available  Subjects ingested beverage as fast as possible after the baseline test  12 ounce can of Sprite or 4 ounces of water with 2 Alka-Seltzer tablets dissolved in solution  Subjects were not to expel any gas  BOD POD measurements repeated 10 and 30 minutes after ingestion  Second testing session occurred between 24 and 96 hours after the first testing session
  • 31.
  • 32. Statistical Analysis  SPSS  Two-way ANOVA  T-Test  Pearson correlation
  • 33. Descriptive Statistics Descriptive Statistics Group Mean Standard Deviation N Sprite Baseline 27.05 4.59934 10 Sprite 10 Minutes 27.55 4.62703 10 Sprite 30 minutes 27.52 4.27988 10 Alka Seltzer Baseline 27.8 4.88467 10 Alka Seltzer 10 minutes 28.09 4.58365 10 Alka Seltzer 30 minutes 28.02 4.6346 10 Table 1. Descriptive statistics of the groups
  • 34. ANOVA results Type3SumofSquares df MeanSquareF Sig. Beverage 5.34 1 5.34 2.296 0.164 Time 1.85 2 0.925 2.857 0.084 Beverage*Time 0.18 2 0.09 0.102 0.903 Table2.TestsofWithinSubjectEffects TestsofWithinSubjectEffects  None of the results were significant  Failed to reject the Null Hypothesis  Beverage Ingestion does not affect percent body fat measurements in the BOD POD
  • 35. Reliability Results  T-Test result was 0.370043. This is not significant  Pearson Correlation Coefficient was 0.8611935. This is a strong correlation  The East Stroudsburg University BOD POD is reliable
  • 36.
  • 37. Purpose of Study  Measure effect of stomach gas on body fat percentage estimation  No effect  Test reliability of the BOD POD at East Stroudsburg University  It is reliable
  • 38. Reliability  We demonstrated strong reliability from day to day in contrast to the Anderson study. Previously only within day was reliable
  • 39. Estimated Thoracic Gas Volume  Biggest limitation  Not available, probably lost  Overestimation may be seen with measured thoracic gas volume  We were attempting to artificially inflate the gas volume  BOD POD correction equations may counteract the attempted inflation
  • 40. Non-compliance with delimitations  One subject had facial hair which can cause 1% underestimation, but the facial hair was the same for both testing sessions  Male subjects did not shave body hair which can cause 3% underestimation. The body hair level was the same for both sessions  One subject had decorations on her bathing suit which could have trapped air. The same bathing suit was worn for both sessions
  • 41. Summation  Future testing should look at using the measured thoracic gas volume.  Varied results on reliability and validity of the system
  • 42.
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