Am J Clin Nutr 1984 Roza 168 82

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    16 8

    Spec ia l A rtic le

    The H arris B ened ic t equa tio n reeva lua ted : re s tin g

    ene rgy requ irem en ts and the body ce ll m ass

    A llan M Roza , M D and H arry M Shizgal, M D , FRCS C , FACS

    A B S T R A C T T he H arris B ened ic t equa tions (H B E ) w ere derived from ind irec t ca lo rim etric

    da ta ob ta ined in 23 9 norm al sub jec ts . U s in g these d a ta and add itona l d ata pub lished by B ened ic t,

    w h ich w ere ob ta ined from sub jec ts spann ing a w ider ag e range (n = 98), th e p resen t study

    eva lua ted the rela tionsh ip be tw een m easured res ting energy expend itu re an d age , sex , and

    pred ic ted bod y cell m ass (B C M ). W hen the add itiona l su b jec ts from the subsequen tly pub lish ed

    se ries a re inc lud ed , th e reg ress ion equ ations , s tan dard erro r o fthe estim ate , and 95 % confidence

    lim its a re s im ila r to the o rig ina l equa tions . T he H B E es tim ate res tin g energ y ex pend itu re o f a

    norm al sub jec t w ith a prec isio n of 14% . R es tin g energy expend itu re is d irec tly re la ted to the size

    of the 8C M and is ind ep enden t o f age and sex . T he variab les o f h e ig h t, w e igh t, age , an d sex in

    the H B E ref lec t the re la tionsh ip be tw een b ody w eigh t and the B C M . In d irect ca lo rim etry and

    bo dy com pos ition m easurem en ts w ere perfo rm ed in b o th no rm ally no urished and m alnour ished

    pa tien ts (n = 74 ) to assess th e accuracy of the H B E in m alnourished pa tien ts. M aln u trition is

    assoc ia ted w ith an increase in resting o xygen consum ption (V 02) w hich becom es app aren t on ly

    w hen V 02 is expressed as a func tion o f th e B C M . T here is n o d iffe rence in res ting V O 2 be tw een

    the sexes w hen ex pressed as a func tio n of B C M . A regress ion eq ua tion w as d er iv ed from the

    H arris B ened ic t da ta to pred ic t res ting V 02 from age , he igh t, w e igh t, and sex . P red ic ted V O 2 w as

    no t sign ifican tly d iffe ren t from m easu red V O 2 for th e norm ally n ourished pa tien ts (n

    =

    33 )

    w hereas in the m alnourished (n

    =

    41) p red icted V O 2 und erestim ated the m easured v alue . T he

    H B E accura tely pred ic t resting energy exp end itu re in n orm ally n ourished ind iv idua ls w ith a

    prec ision of 14 % , bu t a re u nre liab le in th e m alnourished pa tien t. Am J C lin N u ir

    1 9 8 4; 4 0 : 1 6 8 -1 8 2 .

    K E Y W O R D S B asal m etab o lism , bo dy com p osition , energy , m alnu tr ition , m etabo lism

    In t roduc t ion

    M a lnu tritio n is c om m o n in the h osp ita l-

    ize d p atien t, d ev elop ing as a co m p lic at ion

    o f th e d ise a se p ro ce ss a nd /o r a s a re su lt o f

    d ia gn os tic a nd the rap eu tic m a ne uv ers . A g-

    g re ss iv e n u tri tion a l sup po rt w ill b o th p re -

    v en t an d trea t the m a lno u rish ed s ta te . T he

    su cc e ss o f nu tritio na l su pp ort d e pe nd s o n

    the d elive ry o fad eq ua te ca lo ries an d p ro te in

    by eithe r the e n te ra l o r p are n te ra l rou te . T w o

    m e tho ds are co m m o nly use d to d ete rm ine

    the ca lo ric o r e ne rgy re qu irem e n ts o f th e

    ind iv id ua l p at ien t. T h e firs t u se s th e H a rris

    B e ne d ic t e qu ation s w h ic h g ive an e s tim a te

    o f re s ting e ne rg y ex pe nd itu re (R E E ). T he

    sec on d m e th od inv o lv es m ea su re m en t o f

    R E E , b y in d ire c t c alo rim etry .

    In 1 919 , H a rris a n d B e ne d ic t pu b lish e d

    the ir c la ssic m on og rap h o n basa l me ta bo -

    lism in no rm a l su b je cts (1 ). M e tab o lic p a-

    ram e ters w e re d ete rm ine d b y in d irec t c alo r-

    im etry o n 1 3 6 m en an d 1 03 w o m e n . F rom

    the se m e asu rem en ts th ey d eriv ed reg ress io n

    F rom the D epartm en t o f S urgery , M cG ill U n iver-

    sity and R oya l V ic to ria H osp ita l, M ontrea l, C anada .

    2 S up ported by M edica l R esearch C oun cil o f C an-

    ada.

    3 A dd ress rep rin t requ es ts to : H arry M S hizga l, M D ,

    D epartm en t o f Su rgery , R oya l V ic to ria H osp ita l, 687

    P ine A venue W est, M o ntreal, Q uebec , C anada H 3A

    1 A 1 .

    The Am er ican Jou rna l o fC lin ica l N u trition 40 : JU L Y 198 4 , pp 168-1 82 . P rin ted in U S A

    1984 A m erican S oc ie ty fo r C lin ica l N u trition

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    H A R R IS B E N E D IC T E Q U A T IO N

    16 9

    fo rm u lae w h ic h e s tim ated R E E fro m h e igh t,

    w e igh t, ag e , a nd se x . T o ta l e n erg y ex pe nd i-

    tu re is e s tim ate d by a dd ing th e ad d ition al

    e ne rgy c os t a sso c ia te d w ith a c tiv i ty , fe ve r,

    tra um a , a n d m alnu tritio n (2 ).

    In d ire c t c a lo rim e try , w h ic h in vo lve s th e

    m ea su re m e n t o f m e tab o lic g a s e xc h an ge , is

    s im p le to per form an d re su l ts in a re lia b le

    m ea su re m e n t o f R E E (3 , 4 ). In the re s tin g ,

    po s tab so rp tive sub jec t, th e ra te o f ox yg en

    c on sum ptio n is a m ea su re o f R E E , be ca use

    fo r a ll c lasse s o f n u trie n ts, a d ire c t re la tio n -

    sh ip e x its b e tw e e n the e ne rgy g en e rate d an d

    th e v o lu m e o f ox yg en c o nsum e d .

    T he bo dy c ell m a ss (B C M ), is th e to ta l

    m ass o f m e ta bo lic a l ly a c tive ce lls , a nd is

    th ere fo re th a t c om po ne n t o f bo dy co m p osi-

    tion w h ic h is re sp on s ib le fo r a ll o fthe ox yg en

    c on sum ptio n , ca rbo n d iox id e p rod uc tio n ,

    a n d th e w o rk pe rfo rm ed b y the b od y . M o ore

    (5 ), d em on stra te d tha t to ta l e xc ha ng ea b le

    p o ta ss ium (Ic), w h ic h is e qu iva le n t to to ta l

    b od y p o ta ssium , is a m ea su re o f the B C M .

    A n ex ce lle n t co rre la tio n ha s b ee n d em on -

    s tra te d b e tw e e n K a n d bo th the in trac e llu lar

    w a te r vo lum e (5 ) a nd R E E (6 ).

    A c c o rd ing to th e H arris B en ed ic t eq ua -

    t ion s th ere is a d ec re ase in R E E w ith a g in g .

    In a dd ition , sep ara te e qu ation s w e re d e rive d

    fo r m ale a nd fem a le su b jec ts im p ly ing a

    d iffe ren ce in e ne rgy e xp e nd itu re re la ted to

    se x . In th e p re sen t study w e ex am in ed the

    o rig ina l H a rris B e ne d ic t da ta in o rd er to

    inv es tig ate the re la tion sh ip be tw ee n R E E

    a n d b o th se x an d a ge , an d th e re la t ion sh ip

    b e tw e e n th e B C M a nd R E E . In ad d ition , the

    a c cu rac y o f th e H a rris B e ne d ic t e qu atio n in

    p red ic tin g R E E w a s ev alua ted in b o th n o r-

    m a lly nou rishe d an d m alno urishe d p atien ts .

    M ate ria ls an d m e th od s

    The H arris Benedict equation

    T he H am s B en ed ic t m ono graph reported fo r each

    sub jec t th e age , h e ig h t, w eigh t, body surface area , pu lse

    rate , ca rb on d iox id e pro duc tio n an d ox ygen consum p-

    tio n per m inu te , and heat p rod uc tio n per 24 h , cx -

    p ressed as ca lo ries. In the o rig ina l m o nograph , the

    pub lished da ta w ere ob ta ined in 2 39 sub jects , 1 36 m en

    and 1 03 w om en . T w o furthe r se ries w ere pu b lished

    su bsequ en tly by B ened ic t in 1928 and 19 35 w ith sim ila r

    da ta on add itiona l sub jec ts (7 , 8 ) . T h is resu lted in a

    to ta l se ries o f 337 sub jec ts , 168 m en and 169 w o m en .

    T he tw o latte r se ries inc luded su b jects w ith a w ider ag e

    range (T ab le

    1).

    T A B L E 1

    A ge da ta fo r H arris B ened ic t sub jec ts

    Me n

    M ea nag e n

    w o m e n

    M ea n a g e n

    Seriesl(l919) 279 136 3114 103

    Ser ies l l (1928)

    34 1 6 27 32 12 33

    SeriesIII(l935) 817 5

    76 6 33

    T ota l 30 14 16 8 40 22 169

    S

    SD .

    T A B L E 2

    B ody co m pos ition reg ress io ns4

    M en

    TB W 0 .79 45 (w t) 0 .0024 (w t) 0 .00 1 5 (ag e)

    (w t)

    IC W

    0 .6 23 (T B W )

    0 .0016 (age) (T B W )

    EC W

    TB W

    IC W

    K 1 50 (IC W) 4 (E C W)

    B CM 0 .0 0833 (I

    W o m e n

    TB W 0 .6 98 1 (w t)

    0 .002 6 (w t) 0 .0012 (age)

    (wt)

    IC W 0 .5 53 (T B W )

    0 .0007 (age) (T B W )

    EC W

    TB W

    IC W

    Ic= l50(IC W)+ 4(E CW )

    BC M

    0 .0 0833 (I

    T B W , to ta l bo dy w ate r(l); IC W , in trace llu la r w ate r

    (I); E C W , ex trace llu lar w ate r ( I); K t ota l exchangeab le

    po tassium (m E q ); B C M , body ce ll m ass (kg).

    In th e presen t stud y the H arris B ened ic t da ta w ere

    used to correla te R E E (kca l/day), as th e d ep en den t

    variab le , w ith age , he ig h t, an d w eigh t a he independen t

    variab les by m ean s of m u ltip le lin ea r reg ress io n . S epa-

    ra te eq ua tion s w ere derived fo r b o th m en and w om en .

    T h is w as carried ou t separa te ly fo r the or ig in al g rou p

    of 23 9 sub jec ts and fo r the com bined group of 33 7

    sub jec ts. T he s ig n ificance ofeach regression w as d e te r-

    m ined by an ana ly sis o f v ar iance . T he 95% con fidence

    lim its abou t the reg ress ion w ere ca lcu la ted as 1 .96 tim es

    th e SE o f the estim ate . In add itio n , fo r each regression

    th e m u ltip le corre la tio n co effic ien t w as ca lcu la ted and

    th e sta tistica l s ign ificance o feach regressio n coeffic ien t

    w as ev alua ted (9 ). A ll o f the ca lcu la tio ns w ere carried

    ou t w ith a D ig ita l PD P/1 I co m pute r (D ig ita l E qu ip -

    m en t C o rp , M ayn ard , M A ).

    T he B C M for each of th e 33 7 H arr is B ened ic t sub-

    jec ts w as ca lcu la ted u sing the reg ression equa tions d e-

    ve lo ped b y M oore et al (10) (T ab le 2 ). T he re lationsh ip

    be tw een R E E an d the B C M w as eva lua ted by correla t-

    in g the calcu la ted B C M w ith R E E . Separa te corre la t ions

    w ere perfo rm ed for th e 168 m en and the 169 w o m en .

    T o eva lua te th e ef fect o f age , sex , and the B C M on

    R E E , m ultip le linea r reg ression w as used to corre la te

    R E E as the d ependen t v ar iab le w ith age and th e B C M

    as indep en den t variab les . S ep arate eq ua tio ns w ere de-

    rived fo r m en an d w om en . A ge w as a lso corre la ted w ith

    B C M expressed as a frac tion of bo dy w eigh t fo r bo th

    m en an d w om en , to estab lish the re lationsh ip be tw een

    the B C M and ag ing . F ina lly , to ev alua te the re lationsh ip

    be tw een R E E and sex , R E E and the B C M w ere corre -

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    17 0 R O Z A A N D S H IZ G A L

    la ted separa te ly fo r m en and w om en . T h e s ign ifican ce

    of the d iffe rence be tw een the reg ression lines de te r-

    m ined from th e resu ltan t eq ua tio ns w as de te rm ined by

    an aly sis o f v arian ce .

    Refr rence entityfor energy exchange

    B od y co m pos ition w as d ete rm ined by m ultip le iso -

    top e d ilu tion in 74 no nsep tic , afeb rile genera l su rg ical

    p atien ts b efo re the onse t o f nu tritio na l the rapy w ith

    to ta l pa ren te ra l nu tr ition . N one o f th e pa tien ts w as

    rece iv ing m edica tion tha t w ou ld s ign ifican tly a lte r m et-

    ab o lic gas ex ch ange . A m ultip le iso to pe d ilu tion tech -

    n iq ue w as used to m easu re to tal b ody w ate r and to tal

    exchangeab le sod ium (N a,)as p rev iou sly desc ribed (1 1).

    A n ind irec t m etho d w as used to ca lcu la te to ta l K from

    T B W , N at, and the ra tio in w h ole b lood of th e sod ium

    plus po tassium con ten t d iv ided by the w ate r co n ten t

    (12). N a , p rov id es an estim ate o fthe ex trace llu la r m ass

    (E C M ) and I p rov ides an estim ate o f the B C M . T he

    ratio o f N a to K w as u sed to d efin e the p resence o r

    ab sence of m aln u trition (10 , 15). In 25 norm al vo lu n-

    tee rs the m ean N a,/K w as 0 .98 0 .0 2 w ith an upp er

    95% con fidence lim it o f 1 .22 . A s a resu lt, m a lnu trition

    is defined by a ra tio o f m ore than 1 .2 2 w h ile a pa tien t

    w ith a ra tio o f less th an 1 .22 is con side red to b e n or-

    m ally nour ished . A ll s tud ies w ere p erfo rm ed afte r o h-

    tam in g w ritten in fo rm ed consen t.

    In a ll pa tien ts o xygen consum ption and carb on d iox-

    id e pro duc tio n w ere m easured on th e day of th e bod y

    com pos itio n m easurem en t. T he m easurem en ts w ere

    perfo rm ed w ith the p atien t resting and in the sup ine

    pos ition . A ll pa tien ts w ere rece iv ing a sm all am oun t o f

    g lucose ca lo ries as 5% dex trose in w ate r in travenous ly

    bu t w ere o therw ise fas tin g . M easurem en ts o f gas cx -

    change w ere perfo rm ed by the open c ircu it m etho d of

    in d irec t calo r im etry . T o m in im ize h yperven tila tion

    during gas co llec tio n , a ll pa tien ts und erw en t a period

    of acc lim atiza tion to brea th ing th rough a m outhp iece

    w ith ad ispo sab le H ans-R udo lph type va lve(O E M M ed-

    ical Inc , R ichm o nd , V A ) w ith the nasal a irw ay oc-

    c luded . T h is period o f acc lim atiza tio n w as con tinu ed

    un til th e pa tien ts w ere a ll b rea th in g norm ally . T here

    w as no obv ious d iffe rence in brea th ing p a tte rns be tw een

    the m alno urish ed and norm ally nourished pa tien ts .

    E xp ired gas w as co llected in a D oug las bag fo r fou r

    periods of 2 m m each . T he con cen tra tion o f oxy gen

    and carbo n d iox id e in insp ired a ir and m ixed exp ired

    gas w ere m easu red , w ith in 1 h , using a m ass spec trom -

    e ter (P erk in E lm er 1 1 0 0 , P erk in -E lm er M ed ica l Instru -

    m en ts, P om ona , C A ). E xp ired gas vo lum e w as m eas-

    u red w ith a d ry gas m ete r (JH E m erson & C o, C am -

    bridge , M A ) w hich w as accura te to w ith in 0 .25 1 in 2 0

    1 . O xyg en co nsu m ptio n w as de te rm ined from the m m -

    u te vo lum e and gas concen tra tio n co rrec ted fo r stand -

    a rd tem p era tu re and pressu re and ex pressed as m l/m in

    (13) . F or all pa tien ts, inc lud in g those o n a resp ira to r,

    the accuracy of the o xygen co nsu m ptio n m easurem en t

    w as estim ated at less than 5% . H o w ever, m easurem en ts

    w ere n o t perfo rm ed on pa tien ts w ho w ere on resp ira to rs

    w ith an insp ired ox ygen tha t ex ceeded 40% .

    B o dy w eig h t and he igh t fo r each pa tien t w as recorded

    and body su rface area w as ca lcu lated fo r each sub jec t

    acco rd ing to th e fo rm ula deve loped b y D ubo is and

    D ubo is ( l4 ) :

    S

    7 1 .8 4 W { 1 7 6} 42 5 L { 17 6} { 14 9 }7 2 5

    w here S is bo dy surface area in cm 2, W is body w eigh t

    in kg , and L is he igh t in cm .

    M ean oxyg en consum ption fo r the n orm ally nou r-

    ished an d the m alnou rished p atien ts w as expressed in

    m l/m in as a fu nc tio n of bod y w eigh t [m l. m in

    (kg) , as a func tion of b ody su rface area [m l. m in

    (m 2) , and as a func tion of B C M [m l.m in .(kg

    B C M )]. T he s ign ifican ce ofthe d iffe rence be tw een the

    m ean s w as d e te rm ined by u npa ired S tu den ts t test.

    Predicted versus measured oxygen consumption

    E qu ations to pred ic t the resting oxy gen co nsu m ptio n

    per m inu te from h eig h t, w e igh t, and age w ere d er iv ed ,

    fo r m en and w om en , us ing the to ta l co m bined H arris

    B ened ic t da ta (n

    337 ). R esting oxy gen consum ption

    as the depen den t variab le w as corre la ted w ith he igh t,

    w e igh t, an d ag e as the indep en den t variab les by m eans

    of m ultip le linea r reg ression . S epara te eq ua tio ns w ere

    derived fo r bo th m en and w om en .

    T h ese reg ress io n equa tions w ere used to pred ic t res t-

    in g oxy gen consum ption fo r the 74 pa tien ts. Pa tien ts

    w ere d iv ided in to tw o grou ps based on the presence or

    absence of m alnu tr ition , as de te rm ined by the N a ,/K

    ra tio . For th is an alys is the da ta from m en and w om en

    w ere co m bined . T he corre la tio n be tw een pred ic ted res t-

    in g oxyg en consum ption and m easured oxygen con-

    sum p tion w as p erfo rm ed by standard linea r co rre la tion

    fo r bo th th e n orm ally no urish ed and the m alnou rished

    pa t ien ts .

    P red ic ted oxy gen consum ption , as a func tion of the

    B C M (ie oxy gen co nsum ptio n per kg o f B C M ), w as

    calcu la ted fo r each of the 74 pa tien ts . M oores reg res -

    sio n e qua tions a nd the equ atio ns de riv ed from the

    H arris B en ed ic t da ta w ere used to p red ict b ody co m -

    pos ition and oxyg en consum ption , respec tive ly . T hese

    va lues w ere com pared to the m easu red oxygen con-

    sum p tion p er kg of m easured B C M for the norm ally

    nourished and the m alnourished pa tien ts. V a lues a re

    reported as the m ean the SE M . S ig n ificance of the

    d iffe rence be tw een th e m eans fo r the four g ro ups w as

    de te rm ined b y an a ly sis o f v ar iance and Scheffes test.

    R e s u l t s

    T h e a r r i s e n e d i c t e q u a t i o n

    T h e c o rre la tion o f R E E as the d ep en de n t

    va riab le w ith he ig h t, w e igh t, a nd a ge by

    m e a ns o f m u ltip le lin ea r re g re ss ion re p re -

    se n ts a re c alc u la tion o f the H arris B en ed ic t

    eq ua tio n . T a b le 3 lists th e p ub lishe d H a rris

    B en ed ic t e qu ation s fo r m ale s a n d fem a les

    (eq ua tio ns 1 a nd 3) w ith the re ca lc u la te d

    reg ress io n fo rm u las fo r m e n a n d w o m e n

    (eq ua tio ns 2 an d 4 , T ab le 3 ). A s im ilar

    reg ress io n a na lys is w as p erfo rm e d w ith th e

    ad d it ion al su b jec ts from th e tw o sub seq ue n t

    se rie s w h ic h spa n a w id er ag e ra ng e , ie , th e

    to ta l se ries o f 1 68 m e n a nd 16 9 w o m e n

    (eq ua tio ns 3 an d 6 , T ab le 3 ). A ll o f th e

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    eq ua tio ns a re s im ilar. A sa m ple ca lc u la tio n

    fo r a 70 -kg m a n is p re sen te d in T a b le 4 u s ing

    equa t ions 2 an d 3 , ie , the re ca lc u la te d H arris

    H A R R IS B E N E D IC T E Q U A T IO N

    1 7 1

    r= 0 .8 2 p < 0 .0 01

    T A B L E 3

    H arr is B ened ic t reg ress io n equa tions

    M en

    E q ua tio n 1 . H arris B ened ic t equa tion based on

    l9 l9da ta (n=

    1 3 6 )

    R EE = 66 .473 + 5 .0 03 (h t) + 13 .752 (w t)

    6 .755 (age)

    E q ua tio n 2 . O rig ina l 19 19 da ta reca lcu la ted (n

    =

    1 3 6 )

    RE E = 77 .607 + 4 .923 (h t) + 13 .70 2 (w t)

    6 .673 (age)

    r

    =

    0 .8 6 F

    =

    1 22 .4 p < 0 .00 1 95 %

    CL =

    2 1 0 . 5 k c a l

    E qua tion 3 . T o ta l da ta (n = 168)

    RE E = 88 .362 + 4 .79 9 (h t) + 13 .39 7 (w t)

    5 .677 (ag e)

    r=0 .8 8 F = 192 .3 p< 0 .00 l 95 %

    CL

    =

    2 1 3 . 0 k c a l

    W o m e n

    E qua tion 4 . H arris B ened ic t eq ua tio n based o n

    l 9 l 9d a t a( n= 1 0 3 )

    R EE = 655 .096 + 1 .850 (h t) + 9 .56 3 (w t)

    4 .67 6 (ag e)

    E qua tion 5 . O rig ina l 191 9 d ata reca lcu la ted (n =

    103)

    R EE = 6 67 .05 1 + 1 .7 29 (h t) + 9 .74 0 (w t)

    4 .73 7 (age)

    r = 0 . 7 7 F= 3 7 . 8 p < 0 . 0 0 1 9 5

    CL =

    2 1 1 . 9 k c a l

    E qua tion 6 . T o ta l da ta (n

    =

    169)

    R EE = 447 .593 + 3 .0 98 (h t) + 9 .2 47 (w t)

    4 . 3 3 0 ( a ge )

    r= 0 .83 F = 119 .2 p < 0 .0 01 95%

    CL = 201 .0 kca l

    T A B L E 4

    R es ting energy expend itu re fo r 7 0-kg m an

    H t= 170 cm

    W t = 70 kg

    Ag e = 50 y r

    E qu ation 1-T ab le 3

    R EE = 66 .473 + 5 .0 03 (h t) + 13 .752 (w t)

    6 .755 (age)

    = 1 54 2 k ca l/ da y

    E qu ation 2-T ab le 3

    R EE = 77 .607 + 4 .923 (h t) + 13 .702 (w t)

    6 .673 (age)

    = I 5 4 0 k ca l/d ay

    9 5 Co nf i d e n c e l i mi t s

    =

    I 3 29 t o 1 7 5 0 k c a l / d ay

    E q ua tio n 3-T ab le 3

    RE E

    =

    88 .362

    +

    4 .799 (h t)

    +

    13 .397 (w t)

    5 .677 (age)

    = 1 55 8 k ca l/d ay

    95 C onfidence lim its =

    1 3 4 8 t o 1 7 6 9 k c a l / d ay

    B en e d ic t e qu atio n a nd the eq ua tio n g en er-

    a te d from th e larg e r se rie s o f m e n , re sp ec -

    tiv e ly . T h e e st im a te d va lu es fo r R E E u sing

    e ith er eq ua tio n a re v irtua lly id en tic a l .

    In the p rese n t stu dy th e m ult ip le c o rre la -

    t ion c o effic ie n ts a nd the S E o f th e e st im a te

    w e re also de term in ed (T a b le 3 ). F o r th e o rig -

    in al se ries o f 136 m en the m u ltip le c o rre la -

    t ion co effic ie n t is 0 .8 6 w hic h is h igh ly s ig -

    n ifica n t, (p < 0 .0 01 , F ratio

    =

    1 22 .4 ). T he

    9 5% c on fide nc e l im its a re 21 0 .5 k ca l/d ay .

    T he m ult ip le co rre la tio n co effic ie n t fo r the

    re g re ss ion ob ta ine d fo r m en us in g d a ta from

    a ll th ree p ub lishe d se rie s (n

    =

    16 8), is 0 .88

    (p