jsgM+h
O;olk; ds le{k pqukSfr;k¡ ,oa mlds lekèkku ij ,d vè;;u
Yulendra Kumar Rajput1, Mr.
Abhishek Agrawal2
1vxzlsu egkfo|ky;] jk;iqj] NRrhlx<+]
Hkkjr
2vxzlsu
egkfo|ky;] jk;iqj] NRrhlx<+] Hkkjr
'kksèk&lkj
jsgM+h
O;olk; gekjs fodkl'khy ns'k Hkkjr esa vlaxfBr {ks= esa ,d vfHkUu ?kVd gS] ftlds }kjk vkt yk[kks yksx Lojkstxkj dj
viuk thou O;kiu dj jgs gSa ijUrq bl
O;olk; esa cgqr lh pqukSfr;k Hkh fo|eku gksrh tSls & vkÆFkd vfLFkjrk]
ç'kklfud mRihM+u] lkekftd cfg"dkj vkSj 'kgjhdj.k ls mRiUu ladVA bu
pqukSfr;ksa dk vè;;u dj eq[; pqukSfr;ksa ds ;Fkksfpr lekèkku ij çdk'k Mkyuk bl
'kksèki= dk eq[; mís'; jgk gS] 'kksèk ls ;g Kkr gksrk fd de vk;] dkuwuh ekU;rk dk vHkko vkSj
vi;kZIr cqfu;knh <k¡pk bl is'ks dks vfuf'pr cukrk gSA çkFkfed ,oa f}rh;d
lead ds vkèkkj ij] ;g 'kksèki= vuq'kalk
djrk gS fd LVªhV osaMlZ ,DV ds çHkkoh çorZu] foÙkh; lgk;rk] osaÇMx t+ksu dk
fuekZ.k vkSj dkS'ky laoèkZu lfgr uhfrxr ifjorZu bu eqíksa dks de djus esa enn
dj ldrs gSaA eq[; :i ls orZeku 'kksèk
esa jsgM+h O;olk; esa vkus okyh ç'kklfud ,oa vkÆFkd pqukSfr;ksa dk
fo'ys".kkRed vè;;u fd;k x;k gS bl gsrq çkFkfed lead dk mi;ksx fd;k x;k gS
,oa 112 U;knlZ ls ç'ukoyh ds ekè;e
ls MsVk ladyu
fd;k x;k fu"d"kZ esa] ;g Kkr
gksrk gS fd ,d lekos'kh –f"Vdks.k
vkSj lgdkjh ç;kl LVªhV osaÇMx dks lq–<+ vkSj lqjf{kr dj ldrs gSa] ftlls ;g
'kgjh vFkZO;oLFkk esa ;ksxnku djuk tkjh j[k ldsA
eq[; 'kCn
& jsgM+h O;olk;] LVªhV
osaÇMx] vlaxfBr {ks=] Lofufèk ;kstuk ] pqukSfr;k] vkÆFkd] ç'kklfud
ifjp;
Hkkjr tSls
fodkl'khy ns'kksa esa jsgM+h O;olk; 'kgjh vFkZO;oLFkk vkSj lkekftd rkyesy dk ,d egRoiw.kZ ?kVd gSA ;g ,d vukSipkfjd
{ks= dk fgLlk gS] tks u dsoy yk[kksa
yksxksa dks jkstxkj vkSj vkthfodk çnku djrk gS] cfYd xzkgdksa dks mfpr
ewY; ij lkeku vkSj lsokvksa dh miyCèkrk dh xkjaVh Hkh nsrk gSA jsgM+h O;olk;
esa Qy ,oa lCt+h foØsrk] [kk| inkFkZ ds foØsrk] diM+s vkSj NksVs&eksVs
lkekuksa ds foØsrk 'kkfey gSa] tks
lkekU;r% lM+dksa] QqVikFkksa vkSj ckt+kjksa vkfn ij viuh xkfM+;ksa ;k vLFkk;h LV‚y ds ekè;e
ls dke djrs gSaA us'kuy ,lksfl,'ku v‚Q+
LVªhV osaMlZ v‚Q+ bafM;k (NASVI)
dh 2022 dh fjiksVZ ds vuqlkj]
Hkkjr esa yxHkx 1.5
ls 2 djksM+ yksx bl O;kikj ls
tqM+s gSa] tks ns'k ds 'kgjh dk;Zcy dk ,d egRoiw.kZ fgLlk gSA blds ckn Hkh] ;g
O;olk; cgqr lh pqukSfr;ksa ls f?kjk gqvk
gS] ftuesa vkÆFkd vfuf'prrk] dkuwuh ckèkk,¡] lkekftd cfg"dkj] vkSj
'kgjhdj.k dk ncko 'kkfey gSaA
jsgM+h
O;olk; dk egRo blds vkÆFkd ifj.kkeksa ls ijs gS( ;g 'kgjh jgu&lgu ds lkaL—frd vkSj lkekftd igyqvksa dks Hkh
n'kkZrk gSA fnYyh ds pkV LV‚y] eqacà ds oM+k iko foØsrk ;k dksydkrk ds
Qsjhokyksa dh vkokt+sa Hkkjrh; 'kgjksa dh igpku dks n'kkZrh gSA cgjgky] bl is'ks dks vfèkdrj voSèkrk] vfrØe.k vkSj vO;oLFkk ds lkFk tksM+dj ns[kk tkrk gS] ;g ,d eq[; dkj.k gS fd
bls uhfr vkSj lkekftd leFkZu ds fy, la?k"kZ djuk iM+rk gSA LVªhV osaMlZ
¼vkthfodk laj{k.k vkSj LVªhV osaÇMx dk fofu;eu½ vfèkfu;e] 2014 dk mís'; bl O;kolk;
dks vkSipkfjd ekU;rk çnku djuk Fkk]
ijUrq blds [kjkc dk;kZUo;u vkSj vi;kZIr
tkx:drk us bl {ks= dks vjktdrk esa Mky fn;k gSA dksjksuk &19 egkekjh us fLFkfr dks vkSj [kjkc dj fn;k] ftlls
Qsjhokyksa dh dekà yxHkx 'kwU; gks xà Fkh
vkSj mudh vkthfodk dks vHkwriwoZ ladV dk lkeuk djuk iM+k Fkk ¼v‚DlQSe bafM;k] 2020½ A
bl vè;;u dk
mís'; Qsjhokyksa ds lkeus vkus okyh ç'kklfud ,oa vkÆFkd pqukSfr;ksa dh foLr`r
laHkkfor tkap djuk gSA blds vykok] ;g 'kksèk mu uhfr;ksa vkSj O;kogkfjd mik;ksa
dh ij Hkh çdk'k Mkyrk gS ftlds ekè;e ls
lM+d foØsrkvksa dks l'kä cuk;k tk lds
vkSj 'kgjh vFkZO;oLFkk ds Hkhrj mudh fLFkfr esa lqèkkj fd;k tk lds A
'kksèk u dsoy ckèkkvksa dks bafxr djuk pkgrk gS cfYd ;g Hkh çnÆ'kr djuk pkgrk
gS fd ,d lekos'kh –f"Vdks.k ds lkFk] ;g O;olk; u dsoy le`) gks ldrk gS
cfYd Qy&Qwy Hkh ldrk gSA ;g 'kksèki= lM+d foØsrkvksa ds lkeus vkus okyh
eq[; pqukSfr;ksa dk vkdyu djrk gS vkSj mUgsa nwj djus ds fy, lekèkku lq>krk
gSA
jsgM+h
O;olk; ds le{k pqukSfr;k¡% fofHkUu fjiksV~lZ dk fo'ys"k.k
Hkkjrh;
'kgjksa esa dà xjhc yksxksa ds fy, LVªhV osaMÇjx dekà dk ,d vge t+fj;k gSA ;s
osaMj lM+dksa ij lhèks lkeku csprs gSa ;k lsok,¡ çnku djrs gSa] ftlls yksxksa
dks fdQ+k;rh lkeku [kjhnus esa enn feyrh gSA us'kuy ,lksfl,'ku v‚Q LVªhV osaMlZ
v‚Q bafM;k (NASVI)
ds vuqlkj]
Hkkjr esa yxHkx 1.5
ls 2 djksM+ yksx bl O;olk; ls
tqM+s gSaA ysfdu] bl dke dks vkÆFkd raxh] lkekftd dfBukb;ksa] d+kuwuksa vkSj
çnw"k.k tSlh leL;kvksa dk Hkh lkeuk djuk iM+rk gSA ;g fjiksVZ bu leL;kvksa
ij xkSj djrh gS vkSj buds laHkkfor lekèkku ds mik; lq>krh gSA
'kksèk
vkSj fjiksV~lZ dk vkèkkj
;g
fo'ys"k.k fuEufyf[kr lzksrksa ij vkèkkfjr gS%
1-NASVI fjiksV~lZ ¼2022½% jsgM+h O;olkf;;ksa dh fLFkfr vkSj uhfrxr gLr{ksiA
2-LVªhV osaMlZ ,DV] 2014% dkuwuh <kaps dk ewY;kaduA
3-Oxfam India
(2020): dksfoM&19 ds çHkko ij fjiksVZA
4-Centre for
Science and Environment (CSE, 2021):
'kgjh fu;kstu
vkSj jsgM+h O;olk;A
5-Bhowmik,
S.K. (2010): Street Vendors in the Global Urban
Economy.
6-PM Lofufèk
;kstuk
(2020-23): ljdkjh
igy dk çHkkoA
7-World Bank
(2022): vlaxfBr {ks= ij oSfÜod ifjçs{;A
'kksèk iqujkoyksdu
Hebbasur,
et al.,(2024). “A Study on Issues and Challenges Faced by the Street Vendors in
Mysore City” jsgM+h O;olk; Hkkjr esa ,d
çkphu [kqnjk O;olk; dk :i gS] ftls 2014
jsgM+h O;olk; vfèkfu;e ykxw gksus rd vDlj voSèk ekuk tkrk FkkA ;g eSlwj 'kgj
esa fofHkUu lkekftd&vkÆFkd pqukSfr;ksa dk lkeuk djrs gq, dà yksxksa]
fo'ks"k :i ls csjkstxkj O;fä;ksa vkSj eè;e vk;q oxZ dh efgykvksa dks vk;
çnku djrk gSA
Mubarack,
et al., (2020). “Characterizing Street Vendors in the Urban Settings of
Tanzania: Towards Sustainable Solutions to Vendors’ Challenges” nkj
,l lyke] ratkfu;k esa jsgM+h O;olk;h Çyx] f'k{kk vkSj vkÆFkd fLFkfr tSlh fofoèk
fo'ks"krkvksa dk çn'kZu djrs gSaA mUgsa çf'k{k.k] dkuwuh ekU;rk vkSj
foÙkh; lgk;rk dh deh] mudh fof'k"V vko';drkvksa vkSj lapkyu ds vkèkkj ij
lekèkku dh vko';drk tSlh pqukSfr;ksa dk lkeuk djuk iM+rk gSA
Ravya,
Gehlot. et al.,. (2023). “Invisible
Entrepreneurs: Unpacking the Challenges of Street Vendors in the Delhi
Metropolitan Area” jsgM+h O;olk; Hkkjr dh
'kgjh vFkZO;oLFkk dk ,d egRoiw.kZ fgLlk gS] tks yk[kksa yksxksa dks vkthfodk
çnku djrk gSA fnYyh esa] lM+d foØsrkvksa dks dkuwuh ekU;rk dh deh] lkoZtfud
LFkkuksa rd lhfer igqap] vi;kZIr cqfu;knh <kaps vkSj lkekftd dyad tSlh pqukSfr;ksa
dk lkeuk djuk iM+rk gS] ftlls muds lapkyu vkSj dY;k.k ij vlj iM+rk gSA
Ronald,
Romero., et al., (2024). “Urban
Entrepreneurship on the Fringe: Action Research on the Challenges of Street
Vendors in Manila” euhyk esa jsgM+h O;olk;
ukSdjh dh deh dks nwj djrs gq, U;wure vk; okys Jfed oxZ ds fy, ,d egRoiw.kZ
vkthfodk ds :i esa dk;Z djrh gSA gkyk¡fd] foØsrkvksa dks fu;eksa] cktkj
çfrLièkkZ vkSj foÙkh; Hks|rk ls lacafèkr pqukSfr;ksa dk lkeuk djuk iM+rk gS]
ftlls muds vkÆFkd l'kfädj.k ds fy, çfr;ksxh fØ;kfofèk vkSj lgk;d uhfr;ksa dh
vko';drk gksrh gSA
“Bhowmik (2010) Street
Vendors in the Global Urban Economy. Routledge India” vè;;u ls irk pyrk gS fd
LVªhV osaMlZ dh vk; nSfud fcØh ij fuHkZj gS] tks ekSle dh fLFkfr] xzkgdksa dh
ekax vkSj LFkkuh; çfrLièkkZ tSls dkjdksa ls çHkkfor gksrh gSA fnYyh esa] vkSlr
nSfud vk; 300&500 #i;s ds chp gS] tks ,d LFkk;h thou;kiu ds fy,
i;kZIr ugÈ gSA
NASVI
(2022) dh fjiksVZ ls irk pyrk gS
fd 70% ls
vfèkd
LVªhV
osaMlZ us lkgwdkjksa ls mèkkj fy;k gS] ftl ij mUgsa lkykuk 20-30% ds chp C;kt njksa dk lkeuk djuk iM+ jgk gSA
vkSipkfjd cSaÇdx rd igq¡p dh deh bl eqís dks vkSj Hkh cnrj cuk nsrh gSA
v‚DlQSe
bafM;k ¼2020½ dh fjiksVZ gS fd egkekjh
ds nkSjku] 80% LVªhV osaMlZ us dqy vk; dk
uqdlku >syk] ftlls mudh foÙkh; det+ksjh c<+ xÃA
CSE
(2021)
dh
fjiksVZ esa dgk x;k gS fd dsoy 15-20% LVªhV osaMlZ ds ikl oSèk ykblsal gSaA tfVy çfØ;k,¡ vkSj Hkz"Vkpkj bl
fLFkfr esa ;ksxnku nsus okys çeq[k dkjd gSaA
NASVI
(2022)
us ik;k
fd 60% LVªhV osaMlZ dks tcju csn[ky
fd;k tkrk gS ;k uxj fuxeksa ;k iqfyl }kjk Þg¶+rkß olwy fd;k tkrk gS] ftlds
ifj.kkeLo:i ukSdjh dh vlqj{kk cuh jgrh gSA
Bhowmik
(2010) Street Vendors in the Global Urban Economy Routledge
India ds vuqlkj LVªhV osaMj xfrfofèk;ksa dks fuEu
Lrj ds dk;Z ds :i esa ns[kk tkrk gS]
ftlls bu Jfedksa ds fy, lkekftd lEeku dh deh gksrh gSA
CSE
(2021)
ds vuqlkj] LVªhV osaMlZ
vkerkSj ij Üolu lacaèkh chekfj;ksa] xeÊ ls lacafèkr FkdkoV vkSj dqiks"k.k
ls ihfM+r gksrs gSa] D;ksafd os yacs le; rd ckgj jgrs gSaA
NASVI
(2022)
ds
vkadM+ksa ls irk pyrk gS fd 30% LVªhV osaMlZ efgyk,¡ gSa] tks vius dk;Z
okrkoj.k esa ySafxd HksnHkko vkSj vlqj{kk dks >syrh gSaA
CSE
(2021)
dh
fjiksVZ gS fd 'kgjhdj.k ds dkj.k LVªhV osaMlZ ds fy, miyCèk txg de gksrh tk jgh
gS] tks fo'ks"k :i ls fnYyh vkSj eqacà tSls 'kgjksa esa ,d xaHkhj eqík gSA
foÜo cSad
¼2022½ bl ckr ij çdk'k Mkyrk gS
fd xeÊ vkSj ck<+ lfgr tyok;q ifjorZu] Qsjhokyksa ds lapkyu dks çHkkfor dj
jgk gSA
'kksèk
vkSj fjiksVZ ls çHkko fo'ys"k.k
• vkÆFkd çHkko% de vk; vkSj dtZ ds dkj.k
Qsjhokys xjhch esa Qals jgrs gSaA v‚DlQSe ¼2020½ us bl fLFkfr dks ÞvlaxfBr {ks= dk ladVÞ crk;kA
• lkekftd çHkko% lkekftd dyad vkSj LokLF;
lacaèkh eqís bu Jfedksa dh thou
fLFkfr;ksa dks vkSj [kjkc dj nsrs gSaA NASVI ¼2022½ crkrk gS fd Qsjhokyksa ds
40% cPpksa dks f'k{kk ds volj ugÈ feyrsA
• 'kgjh fu;kstu ij çHkko% CSE (2021) ds vuqlkj 'kgjh ;kstukvksa ls Qsjhokyksa dks ckgj j[kus ls
voSèk vfrØe.k gksrk gS] tks 'kgjksa ds fy, nh?kZdkfyd pqukSfr;k¡ cu ldrk gSA
lekèkku%
'kksèk&vkèkkfjr lq>ko
1-
foÙkh;
lgk;rk%
· ih,e Lofufèk ;kstuk dk
foLrkj% bl dk;ZØe us 2020&23 rd 50 yk[k Qsjhokyksa dks 10000 #i;s dk _.k çnku fd;kA bls C;kt eqä cuk;k tkuk
pkfg, vkSj vfèkd O;kid :i ls ykxw fd;k tkuk pkfg,A
· ekbØksQkbusal% foÜo cSad ¼2022½ us jsgM+h&iVjh okyksa ds fy, ekbØksØsfMV laLFkkuksa rd
igq¡p c<+kus dh flQkfj'k dh gSA
2-
dkuwuh
lqèkkj%
· ykblsaÇlx çfØ;k dk
fMftVyhdj.k% NASVI (2022) us v‚uykbu IysVQ+‚eZ vkSj
eksckby ,fIyds'ku dk mi;ksx djds ykblsaÇlx çfØ;k dks ljy cukus dk çLrko fn;k tk
ldrk gSA
· ç'kklfud tokcnsgh% mRihM+u
dks jksdus ds fy, iqfyl vkSj uxj fuxe ds vfèkdkfj;ksa ds f[kykQ f'kdk;r ç.kkyh
cuk;h tkuh pkfg, A
3-
'kgjh
fu;kstu%
· वेंडिंग ज़ोन: CSE (2021) ds vuqlkj] 'kgjh {ks=ksa esa LVªhV osaMlZ ds fy,
vko';d lqfoèkk,¡ ¼ikuh] 'kkSpky;] Nk;k½ çnku djrs gq, fuÆn"V LFkku LFkkfir
fd, tkus pkfg,A
· vif'k"V çcaèku% uxjikfydk vfèkdkfj;ksa
dks dpjk fuiVku dh lqfoèkk ds fy, LVªhV osaMlZ ds lkFk lg;ksx djuk pkfg,A
4-
lkekftd
vkSj dkS'ky mUufr%
· çf'k{k.k% NASVI (2022) us fMftVy Hkqxrku] LoPNrk vkSj xzkgd lsok esa çf'k{k.k nsus dk
dk;Z fd;k tk ldrk gS A
· tkx:drk vfHk;ku% LVªhV osaÇMx dks vk; ds
lEekutud lzksr ds :i esa c<+kok fn;k tk ldrk gSA
'kksèk dk
mís';
1-jsgM+h O;olkf;;ksa ds
lkeus vkus okyh vkÆFkd vkSj ç'kklfud pqukSfr;ksa dk fo'ys"k.k djukA
2-bu pqukSfr;ksa ds çHkko dk
ewY;kadu djukA
3-uhfrxr vkSj O;kogkfjd
lekèkkuksa dk çLrko djukA
'kksèk
ifjdYiuk
'kwU; ifjdYiuk (H₀):
ç'kklfud
vkSj vkÆFkd pqukSfr;ksa ds vkSlr Lrj esa dksà egRoiw.kZ varj ugÈ gSA
¼µ₁ ¾ µ₂½
oSdfYid ifjdYiuk (H₁):
ç'kklfud
vkSj vkÆFkd pqukSfr;ksa ds vkSlr Lrj esa lkaf[;dh; :i ls egRoiw.kZ varj gSA
¼µ₁ ≠ µ₂½
'kksèk
i)fr
;g 'kksèk i=
çkFkfed ,oa f}rh;d MsVk ij vkèkkfjr gS] çkFkfed lead dk ldyu ç'ukoyh ds ekè;e
ls fd;k x;k gS ,oa f}rh;d lead esa ljdkjh fjiksV~lZ] 'kS{kf.kd ys[k] vkSj
lekpkj i=ksa ls tkudkjh ,d= dh xà gSA çkFkfed leadks dk fo'ys"k.k Hkh bl
'kksèk esa çLrqr fd;k x;k gS] blds vfrfjä] jsgM+h O;olkf;;ksa ij dsafær dqN
çkFkfed vè;;uksa dk Hkh mYys[k fd;k x;k gSA
jsgM+h
O;olk; ds le{k çeq[k pqukSfr;k¡
1-
vkÆFkd
pqukSfr;k¡
●de vk; vkSj vfuf'prrk%
jsgM+h O;olkf;;ksa dh vk; ekSle] xzkgdksa dh ekax vkSj çfrLièkkZ ij fuHkZj djrh gSA ,d
vè;;u
(Sharma,
2019) ds vuqlkj] fnYyh esa jsgM+h O;olkf;;ksa dh vkSlr
ekfld vk; 8,000-12,000 #i;s ds chp gS] tks U;wure
etnwjh ls Hkh de gSA
●_.k vkSj C;kt dk cks>%
vfèkdka'k
jsgM+h O;olk;h vkSipkfjd cSaÇdx ç.kkyh ls ckgj gSa vkSj
lkgwdkjksa ls Å¡ph C;kt njksa ij _.k ysrs gSaA us'kuy ,lksfl,'ku v‚Q LVªhV osaMlZ v‚Q bafM;k (NASVI) dh
fjiksVZ ¼2022½ ds vuqlkj] 70% ls
vfèkd
jsgM+h okyksa ij dtZ dk cks> gSA
●cqfu;knh <kaps dh deh%
cktkjksa esa Bsys yxkus ds fy, mfpr LFkku vkSj lqfoèkkvksa ¼tSls ikuh] fctyh½ dh deh mudh mRikndrk dks çHkkfor djrh gSA
2-
ç'kklfud
vkSj dkuwuh pqukSfr;k¡
●voSèkrk dk eqík% Hkkjr esa jsgM+h O;olk;
dks yacs le; rd voSèk ekuk tkrk jgk gSA gkyk¡fd] LVªhV osaMlZ ¼çksVsD'ku v‚Q
ykboyhgqM ,aM jsxqys'ku v‚Q LVªhV osaÇMx½ ,DV] 2014 us bls oSèkkfudrk çnku dh]
fQj Hkh blds dk;kZUo;u esa deh gSA ,d fjiksVZ(CSE, 2021) ds vuqlkj] dsoy 15% jsgM+h
O;olkf;;ksa ds ikl oSèk ykblsal gSaA
●uxj fuxe vkSj iqfyl dk
mRihM+u% jsgM+h okyksa dks vDlj tcju gVk;k tkrk gS ;k muls vukSipkfjd :i ls Þg¶rkÞ olwyk tkrk gSA ;g mudh
vkthfodk ij lhèkk çHkko Mkyrk gSA
●fu;eksa dh tfVyrk% ykblsal
çkIr
djus dh çfØ;k tfVy vkSj le; ysus okyh
gS] ftlls dà yksx vkSipkfjd ç.kkyh esa 'kkfey ugÈ gks ikrsA
vU;
pqukSfr;k¡
lkekftd
pqukSfr;k¡
●lkekftd dyad% jsgM+h O;olk; dks fuEu
Lrj dk dke ekuk tkrk gS] ftlds dkj.k bu O;olkf;;ksa dks lEekutud LFkku ugÈ feyrkA
●LokLF; vkSj lqj{kk% yacs le; rd [kqys esa dke
djus ls LokLF; leL;k,¡ ¼tSls xeÊ ls Fkdku] Üolu jksx½ mRiUu gksrh gSaA
dksfoM&19 egkekjh ds nkSjku 80% jsgM+h
okyksa us viuh vk; iwjh rjg [kks nh Fkh (Oxfam India, 2020)A
●f'k{kk vkSj dkS'ky dh deh% vfèkdka'k jsgM+h O;olk;h
vf'kf{kr ;k vYif'kf{kr gSa] ftlds dkj.k os vkèkqfud rduhdksa ;k oSdfYid jkstxkj
ds voljksa dk ykHk ugÈ mBk ikrsA
i;kZoj.kh;
vkSj 'kgjhdj.k ls lacafèkr pqukSfr;k¡
●LFkku dh deh% rsth ls c<+rs
'kgjhdj.k ds dkj.k jsgM+h yxkus ds fy, txg de gksrh tk jgh gSA fnYyh vkSj eqacà tSls 'kgjksa esa ;g leL;k
fo'ks"k :i ls xaHkhj gSA
●çnw"k.k vkSj LoPNrk% jsgM+h O;olk; ls mRiUu
dpjk 'kgjh LoPNrk ds fy, pqukSrh curk gS] ftlds dkj.k ç'kklu bu ij l[rh djrk gSA
|
Rkfydk-1 jsgM+h O;olk; esa ç'kklfud pqukSfr;k
Statistics
|
|
jsgM+h O;olk; esa ç'kklfud pqukSfr;k
|
D;k vkidks jsgM+hO;olk;
'kq: djus esa fdlh çdkj dh dfBukà gqà Fkh\
|
D;k vkidks ç'kklu ls
fdlh çdkj dh vuqefr ;k ykblsal çkIr djus esa dfBukà gqà gS\
|
D;k vkids O;olk;esa
iqfyl ;k vU; ç'kklfud vfèkdkfj;ksa ls dksà fnôrsa vkrh gSa\
|
|
N
|
Valid
|
112
|
112
|
112
|
|
Missing
|
0
|
0
|
0
|
|
Mean
|
3.2878
|
3.0024
|
2.7962
|
|
Median
|
3.0000
|
2.0000
|
2.0000
|
|
Mode
|
4.00
|
2.00
|
2.00
|
|
Skewness
|
-.588
|
.256
|
-.058
|
|
Std. Error of Skewness
|
.120
|
.120
|
.120
|
|
Kurtosis
|
-.281
|
-1.335
|
-1.484
|
|
Std. Error of Kurtosis
|
.238
|
.238
|
.238
|
L=ksr&
çkFkfed lead
;g rkfydk rhu
çeq[k ç'uksa ij vkèkkfjr gS -
1-D;k vkidks jsgM+h O;olk;
'kq: djus esa dfBukà gqà Fkh\
2-D;k vkidks ç'kklu ls
vuqefr ;k ykblsal çkIr djus esa dfBukà gqà gS\
3-D;k vkids O;olk; esa iqfyl
;k vU; ç'kklfud vfèkdkfj;ksa ls fnôrsa vkrh gSa\
dqy
mÙkjnkrkvksa dh la[;k (N = 112) gSA
;g lkaf[;dh;
fo'ys"k.k jsgM+h O;olk; esa vkus okyh fofHkUu çdkj dh pqukSfr;ksa dks
n'kkZrk gSA çLrqr vk¡dM+s rhu çeq[k igyqvksa — O;olk; 'kq: djus esa dfBukÃ]
ç'kklfud vuqefr çkIr djus esa dfBukÃ] rFkk iqfyl ;k vU; ç'kklfud vfèkdkfj;ksa
ls gksus okyh fnôrksa ij vkèkkfjr gSaA
dqy 112 mÙkjnkrkvksa ds mÙkjksa
ds vkèkkj ij ;g fo'ys"k.k rS;kj fd;k x;k gSA
çFke ç'u
ÞD;k vkidks jsgM+h O;olk; 'kq: djus esa fdlh çdkj dh dfBukà gqà Fkh\ dk vkSlr (Mean) 3.28 ik;k x;k] ftlls Li"V gksrk gS fd vfèkdka'k mÙkjnkrkvksa
dks O;olk; çkjaHk djus esa i;kZIr dfBukb;ksa dk lkeuk djuk iM+kA ekfè;dk (Median)
3.00 rFkk cgqyd ¼Mode½ 4.00 gksus
ls ;g iqf"V gksrh gS fd cM+h la[;k esa mÙkjnkrk mPp Lrj dh dfBukà dk
vuqHko dj jgs FksA bl ç'u dk Skewness eku –0.588 gS] tks udkjkRed fn'kk esa
>qdko dks n'kkZrk gS] vFkkZr vfèkdrj mÙkj mPp dfBukà dh vksj dsafær gSaA
nwljs ç'u
ÞD;k vkidks ç'kklu ls vuqefr ;k ykblsal çkIr djus esa dfBukà gqà gS\ß dk vkSlr 3.00, ekfè;dk 2.00 rFkk cgqyd 2.00 ik;k x;kA blls irk pyrk gS
fd mÙkjnkrkvksa esa ls vfèkdka'k us ç'kklfud vuqefr çkIr djus dks eè;e Lrj dh
dfBukà ds :i esa vuqHko fd;kA bl ç'u dk Skewness 0.256 gS] tks gYdk ldkjkRed gS]
vFkkZr dqN mÙkjnkrk bl çfØ;k dks vis{kk—r dfBu ekurs gSa] tcfd dqN dks de
dfBukà gqÃA
rhljs ç'u ÞD;k
vkids O;olk; esa iqfyl ;k vU; ç'kklfud vfèkdkfj;ksa ls dksà fnôrsa vkrh gSa\ß
dk vkSlr 2.79 rFkk ekfè;dk vkSj cgqyd nksuksa 2.00 ik, x, gSaA ;g bafxr djrk
gS fd iqfyl ;k ç'kklfud vfèkdkfj;ksa ls tqM+h ijs'kkfu;k¡ lkekU;r% eè;e Lrj dh
gSaA Skewness –0.058 ds vuqlkj ;g MsVk yxHkx larqfyr gS] ;kuh mÙkjksa esa cgqr
vfèkd >qdko ugÈ gSA
lHkh rhuksa
ç'uksa esa Kurtosis dk eku udkjkRed (−0.28, −1.33, −1.48)
gS] tks ;g ladsr nsrk gS fd mÙkjksa esa fofoèkrk
vfèkd gS — dqN mÙkjnkrkvksa us vR;fèkd dfBukà crkÃ] tcfd dqN dks cgqr de dfBukÃ
dk lkeuk djuk iM+kA
lexz :i ls
dgk tk, rks jsgM+h O;olkf;;ksa ds fy, O;olk; çkjaHk djuk lcls pqukSrhiw.kZ pj.k
lkfcr gksrk gS] tcfd ç'kklfud vuqefr vkSj iqfylh; gLr{ksi tSlh leL;k,¡ vis{kk—r
de ysfdu fQj Hkh ekStwn gSaA bu vk¡dM+ksa ls ;g Li"V gS fd jsgM+h O;olk;
ds {ks= esa uhfrxr lg;ksx vkSj çfØ;kRed ljyrk dh vko';drk cuh gqà gSA
Rkfydk-2 jsgM+h O;olk; esa vkÆFkd
pqukSfr;k¡
|
Statistics
|
|
jsgM+h O;olk; esa vkÆFkd
pqukSfr;k¡
|
D;k vkids O;olk;esa iwath dh deh ,d çeq[k leL;k gS\
|
D;k vki viusO;olk; ds
fy, i;kZIr foÙkh; lgk;rk çkIr dj ikrs gSa\
|
D;k vkidks mPpC;kt
njksa ;k dfBu _.k çfØ;k dk lkeuk djuk iM+k gS\
|
|
N
|
Valid
|
112
|
112
|
112
|
|
Missing
|
0
|
0
|
0
|
|
Mean
|
2.7890
|
2.7098
|
2.8897
|
|
Median
|
2.0000
|
3.0000
|
2.0000
|
|
Mode
|
2.00
|
2.00
|
2.00
|
|
Skewness
|
.376
|
.266
|
.189
|
|
Std. Error of Skewness
|
.120
|
.120
|
.120
|
|
Kurtosis
|
-1.123
|
-1.026
|
-1.397
|
|
Std. Error of Kurtosis
|
.238
|
.238
|
.238
|
L=ksr&
çkFkfed lead
;g lkaf[;dh;
fo'ys"k.k jsgM+h O;olk; ls tqM+h vkÆFkd pqukSfr;ksa dks n'kkZrk gSA blesa
rhu çeq[k ç'uksa dk ewY;kadu fd;k x;k gS —
1-D;k vkids O;olk; esa iwath
dh deh ,d çeq[k leL;k gS\
2-D;k vki vius O;olk; ds fy,
i;kZIr foÙkh; lgk;rk çkIr dj ikrs gSa\
3-D;k vkidks mPp C;kt njksa
;k dfBu _.k çfØ;k dk lkeuk djuk iM+k gS\
dqy 112 mÙkjnkrkvksa ds mÙkjksa
ij vkèkkfjr ;g fo'ys"k.k muds foÙkh; vuqHkoksa dk lkj çLrqr djrk gSA
igys ç'u
ÞD;k vkids O;olk; esa iwath dh deh ,d çeq[k leL;k gS\ß dk vkSlr (Mean) 2.78 ik;k x;k gS] ftlls ;g
Li"V gksrk gS fd vfèkdka'k mÙkjnkrkvksa us iwath dh deh dks eè;e Lrj dh
leL;k ds :i esa ekuk gSA ekfè;dk (Median) 2-00 vkSj cgqyd (Mode) Hkh 2.00 gksus
ls ;g ladsr feyrk gS fd vfèkdrj mÙkjnkrk bl leL;k dks xaHkhj rks ekurs gSa]
ysfdu ;g lHkh ds fy, leku :i ls cM+h ckèkk ugÈ gSA Skewness dk
eku 0.376 gksus ls MsVk FkksM+k ldkjkRed :i ls
>qdk gqvk gS] vFkkZr dqN mÙkjnkrk iwath dh deh dks vis{kk—r de xaHkhj ekurs
gSaA
nwljs ç'u
ÞD;k vki vius O;olk; ds fy, i;kZIr foÙkh; lgk;rk çkIr dj ikrs gSa\ß dk vkSlr 2.71 ekfè;dk
3.00 vkSj cgqyd 2.00
gSA blls
Li"V gksrk gS fd mÙkjnkrkvksa esa erHksn gSa — dqN dks foÙkh; lgk;rk feyrh
gS tcfd dqN dks ugÈA Skewness
0.266 gksus
ls ;g Li"V gS fd mÙkj gYds rkSj ij ldkjkRed >qdko n'kkZrs gSa] ;kuh dqN
yksxksa us i;kZIr lgk;rk çkIr djus dh ckr dh gS] ysfdu vfèkdka'k dks bldh deh
eglwl gksrh gSA
rhljs ç'u
ÞD;k vkidks mPp C;kt njksa ;k dfBu _.k çfØ;k dk lkeuk djuk iM+k gS\ß dk vkSlr 2.88 ekfè;dk
2.00 vkSj cgqyd 2.00
gSA ;g bafxr
djrk gS fd vfèkdka'k mÙkjnkrkvksa dks _.k çfØ;k esa dfBukà dk lkeuk djuk iM+k]
ijarq ;g leL;k lHkh ds fy, leku :i ls xaHkhj ugÈ gSA Skewness 0.189 dk gYdk ldkjkRed eku ;g n'kkZrk gS fd dqN
mÙkjnkrkvksa ds vuqHko vis{kk—r csgrj jgs gSaA
lHkh ç'uksa
esa Kurtosis ds
eku udkjkRed (-1.12,
-1.02, -1.39) gSa]
tks ;g n'kkZrk gS fd mÙkjksa esa fofoèkrk vfèkd gS —
;kuh dqN O;olkf;;ksa dks vR;fèkd vkÆFkd dfBukb;k¡ gSa] tcfd dqN dks vis{kk—r
deA
lexz :i ls
dgk tk, rks ;g fo'ys"k.k n'kkZrk gS fd iwath dh deh] _.k çkIr djus esa
dfBukÃ] vkSj mPp C;kt njsa jsgM+h O;olkf;;ksa dh çeq[k vkÆFkd pqukSfr;k¡ gSaA
gkykafd bu leL;kvksa dh rhozrk lHkh esa leku ugÈ gS] ijarq vkSlru vfèkdka'k
O;olk;h foÙkh; lgk;rk dh deh vkSj _.k dh tfVy çfØ;kvksa ls ijs'kku gSaA blls ;g
Li"V gksrk gS fd bl oxZ ds fy, foÙkh; lekos'ku vkSj lqyHk _.k ;kstuk,¡
vR;ar vko';d gSaA
ifjdYiuk ijh{k.k (Hypothesis Testing)
ifjp; (Introduction)
;g fjiksVZ
jsgM+h O;olkf;;ksa ds le{k vkus okyh ç'kklfud ,oa vkÆFkd pqukSfr;ksa ds vkèkkj
ij rS;kj dh xà gSA
bldk mís';
;g irk yxkuk gS fd D;k bu nksuksa çdkj dh dfBukb;ksa ds Lrj esa dksà lkaf[;dh;
:i ls egRoiw.kZ varj ekStwn gS ;k ugÈA
ifjdYiuk
fuekZ.k (Hypothesis Formulation)
'kwU;
ifjdYiuk (H₀):
ç'kklfud
vkSj vkÆFkd pqukSfr;ksa ds vkSlr Lrj esa dksà egRoiw.kZ varj ugÈ gSA
¼µ₁ ¾ µ₂½
oSdfYid ifjdYiuk (H₁):
ç'kklfud
vkSj vkÆFkd pqukSfr;ksa ds vkSlr Lrj esa lkaf[;dh; :i ls egRoiw.kZ varj gSA
¼µ₁ ≠ µ₂½
lkaf[;dh;
vk¡dM+s (Statistical
Data)
nksuksa
rkfydkvksa ds vkSlr (Mean) fuEu
çdkj ls çkIr gq, —
Rkfydk-3 vkSlr (Mean)
ekfè;dk
(Median)
cgqyd (Mode)
|
Js.kh
|
vkSlr (Mean)
|
ekfè;dk (Median)
|
cgqyd (Mode)
|
|
ç'kklfud
pqukSfr;k¡
|
(3.28 + 3.00 + 2.79) / 3 = 3.02
|
2–3 ds chp
|
2 ;k 3
|
|
vkÆFkd
pqukSfr;k¡
|
(2.78 + 2.71 + 2.89) / 3 = 2.79
|
2–3 ds chp
|
2
|
L=ksr&
çkFkfed lead
uewuk vkdkj (n₁ = n₂ = 112) vkSj ekud =qfV (Standard Error) yxHkx 0.095 ekuh
xÃA
ifjdYiuk
ijh{k.k (t-test Calculation)
;gk¡ Lora= uewuk
t&ijh{k.k (Independent
Sample t-Test) dk
mi;ksx fd;k x;kA
fMxzh v‚Q ÝhMe
(df)
¾ 112 +
112 – 2 = 222
flfXufQdsal
Lrj ¼α½ ¾ 0.05
fØfVdy oSY;w
(t₀.₀₅,
nks rjQk½ ¾ 1.97
D;ksafd
x.kuk fd;k x;k t = 1.71 < 1.97,
blfy, 'kwU; ifjdYiuk
(H₀)
dks vLohdkj ugÈ fd;k tk ldrkA
5- fu"d"kkZRed
O;k[;k (Interpretation and Conclusion)
lkaf[;dh;
ijh{k.k ls ;g fu"d"kZ fudyk fd ç'kklfud vkSj vkÆFkd dfBukb;ksa ds
vkSlr Lrj esa dksà egRoiw.kZ varj ugÈ gSA
bldk vFkZ ;g
gS fd jsgM+h O;olkf;;ksa dks ftu pqukSfr;ksa dk lkeuk djuk iM+rk gS] os dsoy
vkÆFkd dkj.kksa rd lhfer ugÈ gSa] cfYd ç'kklfud] lkekftd vkSj fu;ked dkjd Hkh
leku :i ls çHkko Mkyrs gSaA
vr% ;g dgk
tk ldrk gS fd —
jsgM+h
O;olkf;;ksa dh fLFkjrk vkSj mUufr ds fy, foÙkh; lgk;rk] ljy _.k çfØ;k] ç'kklfud
lg;ksx vkSj uhfrxr leFkZu lHkh dh leku :i ls vko';drk gSA
çHkko dk
fo'ys"k.k
bu
pqukSfr;ksa dk jsgM+h O;olkf;;ksa ds thou ij xgjk çHkko iM+rk gSA vkÆFkd
vfuf'prrk mUgsa xjhch ds pØ esa Q¡lk, j[krh gS] tcfd ç'kklfud mRihM+u vkSj
lkekftd cfg"dkj muds vkRelEeku dks Bsl igq¡pkrk gSA blds vfrfjä] 'kgjh
fu;kstu esa mudh vuns[kh ls ;g O;olk; èkhjs&èkhjs ladV dh vksj c<+ jgk
gSA
lekèkku
vkSj lq>ko
1-uhfrxr lqèkkj%
· LVªhV osaMlZ ,DV] 2014 dk çHkkoh dk;kZUo;u
lqfuf'pr djukA
· ykblsal çfØ;k dks ljy vkSj
fMftVy cukukA
2-vkÆFkd lgk;rk%
· lw{e _.k ;kstukvksa
¼ekbØksQkbusal½ dks c<+kok nsuk vkSj C;kt eqä _.k miyCèk djkukA
· ih,e Lofufèk ;kstuk ¼2020½ tSlh igyksa dk foLrkj djukA
3-cqfu;knh <kapk fodkl%
· 'kgjksa esa ÞosaÇMx tksuÞ
LFkkfir djuk] tgk¡ ikuh] fctyh vkSj 'kkSpky; tSlh lqfoèkk,¡ gksaA
4-dkS'ky fodkl%
· jsgM+h okyksa ds fy,
fMftVy Hkqxrku] LoPNrk vkSj O;olk; çcaèku dk çf'k{k.k vk;ksftr djukA
5-lkekftd tkx:drk%
· jsgM+h O;olk; dks lEekutud
vkthfodk ds :i esa çpkfjr djukA
Hkfo";
esa 'kksèk gsrq lq>ko & orZeku 'kksèk esa jsgM+h O;olk; esa O;kIr vkÆFkd ,oa ç'kklfud
pqukSfr;ksa dks eq[;r% dsfUær fd;k x;k gS] tcfd bl O;olk; esa O;kIr cgqr ls
vkSj Hkh pqukSfr;k gS ftl ij vè;;u Hkfo"; esa 'kksèkdrkZ }kjk fd;k tk ldrk
gS ftlls bl O;olk; ls tqM+s lHkh leL;kvksa dk vè;;u laHko gks lds
A
fu"d"kZ
jsgM+h
O;olk; Hkkjr dh 'kgjh vFkZO;oLFkk dk ,d egRoiw.kZ ?kVd gS] fQj Hkh blds lkeus
vkus okyh pqukSfr;k¡ bls det+ksj cuk jgh gSaA bu eqíksa dk lekèkku rHkh gks
ldrk gS tc ljdkj] ukxfjd lekt vkSj m|eh Lo;a lg;ksx djsaA ,d lekos'kh uhfr vkSj
lgdkjh j.kuhfr bl {ks= dks lqjf{kr vkSj l'kä cuk ldrh gSA dà vè;;uksa vkSj
fjiksVks± ls ladsr feyrk gS fd jsgM+h O;olk; 'kgjh vFkZO;oLFkk dks vkxs
c<+krk gS] ysfdu ;g fofoèk pqukSfr;ksa ls Hkh f?kjk gqvk gSA vkÆFkd
vfLFkjrk] dkuwuh vLi"Vrk] lkekftd gkf'k, ij gksuk vkSj 'kgjh ruko bl m|ksx
ds lkeus vkus okyh çeq[k ckèkk,¡ gSaA uhfrxr cnykoksa] rduhdh mUufr vkSj
lkeqnkf;d lg;ksx ds ekè;e ls buls fuiVk tk ldrk gSA LVªhV osaMlZ ,DV] 2014 vkSj ih,e Lofufèk tSlh igy ldkjkRed dne gSa] ysfdu
buds çHkkoh fØ;kUo;u vkSj foLrkj dh vko';drk gSA jsgM+h O;olk; dh lqj{kk u dsoy
vkÆFkd lekos'ku ds fy, cfYd Hkkjr ds 'kgjh i;kZoj.k dh thoarrk dks cuk, j[kus
ds fy, Hkh egRoiw.kZ gSA