References
- BrownsonRBoehmerTLukeDDeclining rates of physical activity in the United States: what are the contributors?Annu Rev Public Health200526 421 443 https://doi.org/10.1146/annurev.publhealth.26.021304.144437
- MolloyJFeltwellDScottSNiebuhrDPhysical training injuries and interventions for military recruitsMil Med2012177 5 553 558 https://doi.org/10.7205/MILMED-D-11-00329
- JonesBHCowanDNTomlinsonJPRobinsonJRPollyDWFrykmanPNEpidemiology of injuries associated with physical training among young men in the armyMed Sci Sports Exerc199325 2 https://doi.org/10.1249/00005768-199302000-00006
- JonesBThackerSGilchristJKimseyCJrSosinDPrevention of lower extremity stress fractures in athletes and soldiers: a systematic reviewEpidemiol Rev200224 2 228 247 https://doi.org/10.1093/epirev/mxf011
- LismanPO'ConnorFGDeusterPAKnapikJJFunctional movement screen and aerobic fitness predict injuries in military trainingMed Sci Sports Exerc201345 4 636 643 https://doi.org/10.1249/MSS.0b013e31827a1c4c
- ShafferRBrodineSAlmeidaSWilliamsKRonaghySUse of simple measures of physical activity to predict stress fractures in young men undergoing a rigorous physical training programAm J Epidemiol1999149 3 236 242 1:STN:280:DyaK1M7isVCjug%3D%3D https://doi.org/10.1093/oxfordjournals.aje.a009797
- TeyhenD Professional soldier athlete: the cornerstone of strategic Landpower’s human dimension2014 United States Army War College
- KnapikJDanielsWMurphyMFitzgeraldPDrewsFVogelJPhysiological factors in infantry operationsEur J Appl Physiol Occup Physiol199060 3 233 238 1:STN:280:DyaK3c3mvFamtg%3D%3D https://doi.org/10.1007/BF00839165
- KnapikJRiegerWPalkoskaFvan CampSDarakjySUnited States Army physical readiness training: rationale and evaluation of the physical training doctrineJ Strength Cond Res200923 4 1353 1362 https://doi.org/10.1519/JSC.0b013e318194df72
- SharpMPattonJVogelJ A database of physically demanding tasks performed by US Army soldiers1998 Army Research Inst oF Environmental Medicine Natick MA https://doi.org/10.21236/ADA338922
- GarberCBlissmerBDeschenesMFranklinBLamonteMLeeINiemanDSwainDQuantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: guidance for prescribing exerciseMed Sci Sports Exerc201143 7 1334 1359 https://doi.org/10.1249/MSS.0b013e318213fefb
- KnapikJHauretKCanadaSMarinRJonesBAssociation between ambulatory physical activity and injuries during United States Army basic combat trainingJ Phys Act Health20118 4 496 502 https://doi.org/10.1123/jpah.8.4.496
- SimpsonKRedmondJCohenBHendricksonNSpieringBSteelmanRKnapikJSharpMQuantification of physical activity performed during US Army basic combat trainingUS Army Med Dep J20134 55 65
- IhleRLoucksABDose-response relationships between energy availability and bone turnover in young exercising womenJ Bone Miner Res200419 8 1231 1240 https://doi.org/10.1359/JBMR.040410
- ZankerCSwaineIResponses of bone turnover markers to repeated endurance running in humans under conditions of energy balance or energy restrictionEur J Appl Physiol200083 4–5 434 440 1:CAS:528:DC%2BD3MXntFansrw%3D https://doi.org/10.1007/s004210000293
- LiPYinYLiDKimSWuGAmino acids and immune functionBr J Nutr200798 02 237 252 1:CAS:528:DC%2BD2sXpsFentrg%3D https://doi.org/10.1017/S000711450769936X
- KramerTMooreRShippeeRFriedlKMartinez-LopezLChanMAskewEEffects of food restriction in military training on T-lymphocyte responsesInt J Sports Med199718 Suppl 1 S84 S90 1:CAS:528:DyaK2sXjs1CqsLc%3D https://doi.org/10.1055/s-2007-972704
- CherifARoelandsBMeeusenRChamariKEffects of intermittent fasting, caloric restriction, and Ramadan intermittent fasting on cognitive performance at rest and during exercise in adultsSports Med (Auckland, NZ)201646 1 35 47 https://doi.org/10.1007/s40279-015-0408-6
- GreenMRogersPEllimanNGatenbySImpairment of cognitive performance associated with dieting and high levels of dietary restraintPhysiol Behav199455 3 447 452 1:STN:280:DyaK2c3kvVWrsA%3D%3D https://doi.org/10.1016/0031-9384(94)90099-X
- OliverSLaingSWilsonSBilzonJWalshNEndurance running performance after 48 h of restricted fluid and/or energy intakeMed Sci Sports Exerc200739 2 316 322 https://doi.org/10.1249/01.mss.0000241656.22629.57
- LogueDMadiganSDelahuntEHeinenMMc DonnellSCorishCLow energy availability in athletes: a review of prevalence, dietary patterns, physiological health, and sports performanceSports Med201848 1 73 96 https://doi.org/10.1007/s40279-017-0790-3
- ThomasDErdmanKBurkeLPosition of the academy of nutrition and dietetics, dietitians of Canada, and the American College of Sports Medicine: nutrition and athletic performanceJ Acad Nutr Diet2016116 3 501 528 https://doi.org/10.1016/j.jand.2015.12.006
- FukudaDStoutJMoonJSmith-RyanAKendallKHoffmanJEffects of resistance training on classic and specific bioelectrical impedance vector analysis in elderly womenExp Gerontol201674 9 12 https://doi.org/10.1016/j.exger.2015.12.002
- Joint Cullinary Center of Excellence [http://www.quartermaster.army.mil/jccoe/Operations_Directorate/QUAD/nutrition/G4G_Recipe_Nutrition_Analysis_Red_Amber_Green_New.pdf].
- What's In The Foods You Eat Search Tool [https://reedir.arsnet.usda.gov/codesearchwebapp/(S(qyik1tmzmfjccldwhglgsntv))/CodeSearch.aspx].
- R Core Team. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. 2015. In., Vienna: ISBN 3-900051-07-0.
- RStudio Team. Rstudio: integrated development environment for R 2014. In., Boston: RStudio, Inc.; 2014.
- Wickham H, Francois R, Henry L, Müller K. dplyr: A Grammar of Data Manipulation. In., R package version 0.7.0 edn; 2017.
- Wickham H, Henry L. tidyr: Easily Tidy Data with spread() and gather() Functions. In., R package version 0.7.0 edn; 2017.
- Wickham H. Reshaping data with the reshape package. J Stat Softw. 2007;21(12):1-20
- Lawrence M. ez: Easy Analysis and Visualization of Factorial Experiments. In., R package version 4.4-0 edn; 2016.
- Fox J, Weisberg S. An {R} Companion to Applied Regression. In., vol. 2nd. Thousand Oaks: Sage; 2011.
- Bernhard P. VAR, SVAR and SVEC models: implementation within {R} package {vars}. J Stat Softw, J Stat Softw. 2008;(4).
- WickhamH ggplot2: elegant graphics for data analysis2009 New York Springer--Verlag https://doi.org/10.1007/978-0-387-98141-3
- SasakiJJohnDFreedsonPValidation and comparison of ActiGraph activity monitorsJ Sci Med Sport201114 5 411 416 https://doi.org/10.1016/j.jsams.2011.04.003
- MiguelesJCadenas-SanchezCEkelundUDelisle NystromCMora-GonzalezJLofMLabayenIRuizJOrtegaFAccelerometer data collection and processing criteria to assess physical activity and other outcomes: a systematic review and practical considerationsSports medicine (Auckland, NZ)201747 9 1821 1845 https://doi.org/10.1007/s40279-017-0716-0
- BrondJArvidssonDSampling frequency affects the processing of Actigraph raw acceleration data to activity countsJ Appl Physiol2016120 3 362 369 https://doi.org/10.1152/japplphysiol.00628.2015
- ChomistekAYuanCMatthewsCTroianoRBowlesHRoodJBarnettJWillettWRimmEBassettDPhysical activity assessment with the ActiGraph GT3X and doubly labeled waterMed Sci Sports Exerc201749 9 1935 1944 https://doi.org/10.1249/MSS.0000000000001299
- AinsworthBEHaskellWLHerrmannSDMeckesNBassettDRJrTudor-LockeCGreerJLVezinaJWhitt-GloverMCLeonAS2011 compendium of physical activities: a second update of codes and MET valuesMed Sci Sports Exerc201143 8 1575 1581 https://doi.org/10.1249/MSS.0b013e31821ece12
- RozaAShizgalHThe Harris Benedict equation reevaluated: resting energy requirements and the body cell massAm J Clin Nutr198440 1 168 182 1:STN:280:DyaL2c3ltlGrtQ%3D%3D https://doi.org/10.1093/ajcn/40.1.168
- LevineJSchleusnerSJensenMEnergy expenditure of nonexercise activityAm J Clin Nutr200072 6 1451 1454 1:CAS:528:DC%2BD3cXosl2mtr8%3D https://doi.org/10.1093/ajcn/72.6.1451
- LoucksAnne B.KiensBenteWrightHattie H.Energy availability in athletesJournal of Sports Sciences201129 sup1 S7 S15 https://doi.org/10.1080/02640414.2011.588958
- BarrackMVan LoanMRauhMNicholsJPhysiologic and behavioral indicators of energy deficiency in female adolescent runners with elevated bone turnoverAm J Clin Nutr201092 3 652 659 1:CAS:528:DC%2BC3cXhtFWmtr7J https://doi.org/10.3945/ajcn.2009.28926
- Nutrition, Physical Activity, and Obesity: Data, Trends, and Maps [https://www.cdc.gov/nccdphp/dnpao/data-trends-maps/index.html.]
- FreedsonPMelansonESirardJCalibration of the computer science and applications, Inc. accelerometerMed Sci Sports Exerc199830 5 777 781 1:STN:280:DyaK1c3kvVSgtQ%3D%3D https://doi.org/10.1097/00005768-199805000-00021
- WatsonKCarlsonSCarrollDFultonJComparison of accelerometer cut points to estimate physical activity in US adultsJ Sports Sci201432 7 660 669 https://doi.org/10.1080/02640414.2013.847278
- MatthewCCalibration of accelerometer output for adultsMed Sci Sports Exerc200537 11 Suppl S512 S522 https://doi.org/10.1249/01.mss.0000185659.11982.3d
- KeadleSShiromaEFreedsonPLeeIImpact of accelerometer data processing decisions on the sample size, wear time and physical activity level of a large cohort studyBMC Public Health201414 1210 https://doi.org/10.1186/1471-2458-14-1210
- WilliamsonDChanges in food intake and body weight associated with basic combat trainingMil Med2002167 3 248 https://doi.org/10.1093/milmed/167.3.248
- MargolisLPasiakosSKarlJRoodJCableSWilliamsKYoungAMcClungJDifferential effects of military training on fat-free mass and plasma amino acid adaptations in men and womenNutrients20124 12 2035 2046 1:CAS:528:DC%2BC3sXjsFSrsg%3D%3D https://doi.org/10.3390/nu4122035
- Jackson T, Cable S, Jin W, Robinson A, Dennis S, Vo L, Prosser T, Rawlings J. The importance of leadership in Soldiers' nutritional behaviors: results from the soldier fueling initiative program evaluation. US Army Med Dep J. 2013:79–90.
- TRADOC United States Army training and doctrine command: regulation 350–62013 Virginia Fort Eustis
- United States Army Food Service: Impletementation Guide for Initial Military Training Soldier Fueling Initiative. In.; 2012.
- JagerRKerksickCCampbellBCribbPWellsSSkwiatTPurpuraMZiegenfussTFerrandoAArentS et al International Society of Sports Nutrition Position Stand: protein and exerciseJ Int Soc Sports Nutr201714 20 https://doi.org/10.1186/s12970-017-0177-8
- HillKStathisCGrinfeldEHayesAMcAinchACo-ingestion of carbohydrate and whey protein isolates enhance PGC-1alpha mRNA expression: a randomised, single blind, cross over studyJ Int Soc Sports Nutr201310 1 8 1:CAS:528:DC%2BC3sXjslCitbc%3D https://doi.org/10.1186/1550-2783-10-8
- RowlandsDThomsonJTimmonsBRaymondFFuerholzAMansourianRZwahlenMMetaironSGloverEStellingwerffT et al Transcriptome and translational signaling following endurance exercise in trained skeletal muscle: impact of dietary proteinPhysiol Genomics201143 17 1004 1020 1:CAS:528:DC%2BC3MXhsFGrtbnI https://doi.org/10.1152/physiolgenomics.00073.2011
- HansenMBangsboJJensenJBibbyBMadsenKEffect of whey protein hydrolysate on performance and recovery of top-class orienteering runnersInt J Sport Nutr Exerc Metab201525 2 97 109 1:CAS:528:DC%2BC1cXmsFCqsLs%3D https://doi.org/10.1123/ijsnem.2014-0083
- SaundersMKaneMToddMEffects of a carbohydrate-protein beverage on cycling endurance and muscle damageMed Sci Sports Exerc200436 7 1233 1238 1:CAS:528:DC%2BD2cXltlOrtLY%3D https://doi.org/10.1249/01.MSS.0000132377.66177.9F
- HeaneyRLaymanDAmount and type of protein influences bone healthAm J Clin Nutr200887 5 1567S 1570S 1:CAS:528:DC%2BD1cXmtFehtro%3D https://doi.org/10.1093/ajcn/87.5.1567S
- TorricelliPFiniMGiavaresiGGiardinoRHuman osteopenic bone-derived osteoblasts: essential amino acids treatment effectsArtif Cells Blood Substit Immobil Biotechnol200331 1 35 46 1:CAS:528:DC%2BD3sXitVersLg%3D https://doi.org/10.1081/BIO-120018002
- BihuniakJInsognaKThe effects of dietary protein and amino acids on skeletal metabolismMol Cell Endocrinol2015410 78 86 1:CAS:528:DC%2BC2MXmt1Wlu78%3D https://doi.org/10.1016/j.mce.2015.03.024
- KatoHSuzukiKBannaiMMooreDProtein requirements are elevated in endurance athletes after exercise as determined by the Indicator amino acid oxidation methodPLoS One201611 6 e0157406 https://doi.org/10.1371/journal.pone.0157406
- LemonPTarnopolskyMMacDougallJAtkinsonSProtein requirements and muscle mass/strength changes during intensive training in novice bodybuildersJ Appl Physiol199273 2 767 775 1:STN:280:DyaK3s%2FhsFCmuw%3D%3D https://doi.org/10.1152/jappl.1992.73.2.767
- HelmsEZinnCRowlandsDBrownSA systematic review of dietary protein during caloric restriction in resistance trained lean athletes: a case for higher intakesInt J Sport Nutr Exerc Metab201424 2 127 138 1:CAS:528:DC%2BC2cXhtVyiurnO https://doi.org/10.1123/ijsnem.2013-0054
- RauchHGibsonALambertENoakesTA signalling role for muscle glycogen in the regulation of pace during prolonged exerciseBr J Sports Med200539 1 34 38 1:STN:280:DC%2BD2cnktFGksQ%3D%3D https://doi.org/10.1136/bjsm.2003.010645
- SimonsenJShermanWLambDDernbachADoyleJStraussRDietary carbohydrate, muscle glycogen, and power output during rowing trainingJ Appl Physiol199170 4 1500 1505 1:CAS:528:DyaK3MXisVGis70%3D https://doi.org/10.1152/jappl.1991.70.4.1500
- BergströmJHermansenLHultmanESaltinBDiet, muscle glycogen and physical performanceActa Physiol Scand196771 2–3 140 150 https://doi.org/10.1111/j.1748-1716.1967.tb03720.x
- HillRDaviesPThe validity of self-reported energy intake as determined using the doubly labelled water techniqueBr J Nutr200185 4 415 430 1:CAS:528:DC%2BD3MXjs1Omu7s%3D https://doi.org/10.1079/BJN2000281