Contoh Analisis Data Korelasi Kecerdasan Emosi terhadap ... · Analisis Data Korelasi Kecerdasan...
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Contoh Analisis Data Korelasi Kecerdasan Emosi terhadap Stress Kerja 1. Sebaran Data Kecerdasan Emosi Hasil Skoring Kuesioner
1. Sebaran Data Stress Kerja Hasil Skoring Kuesioner
2. Jumlah Skor Setiap Variabel Untuk Analisis Data dan Pengujian Hipotesos
Variabel X: Kecerdasan Emosi Variabel Y: Stress Kerja
HASIL PERHITUNGAN DAN ANALISIS SPSS
A. Analisis Validitas dan Reliabilitas 1. Variabel Kecerdasan Emisional (I)
Reliability Statistics
,940 30
Cronbach'sAlpha N of Items
Item-Total Statistics
91,20 179,184 ,630 ,93791,38 180,893 ,741 ,93791,34 181,821 ,640 ,93791,36 183,419 ,475 ,93991,52 183,642 ,535 ,93891,44 176,415 ,722 ,93691,22 181,481 ,659 ,93791,50 181,316 ,713 ,93791,18 183,293 ,613 ,93892,00 196,000 -,095 ,94691,62 182,730 ,523 ,93991,34 181,372 ,549 ,93891,08 181,544 ,680 ,93791,34 183,494 ,682 ,93791,20 181,265 ,700 ,93791,56 178,415 ,701 ,93791,58 183,432 ,647 ,93891,54 173,845 ,810 ,93591,40 180,816 ,719 ,93791,56 180,619 ,596 ,93891,26 184,360 ,597 ,93891,70 179,439 ,506 ,93991,44 181,680 ,658 ,93792,42 189,555 ,113 ,94691,18 183,661 ,562 ,93891,48 177,316 ,676 ,93791,38 182,975 ,653 ,93791,76 180,676 ,582 ,93891,52 184,377 ,578 ,93891,48 182,010 ,630 ,938
No1No2No3No4No5No6No7No8No9No10No11No12No13No14No15No16No17No18No19No20No21No22No23No24No25No26No27No28No29No30
Scale Mean ifItem Deleted
ScaleVariance if
Item Deleted
CorrectedItem-TotalCorrelation
Cronbach'sAlpha if Item
Deleted
Tidak Tidak valid No. 10 dan No. 24 An 2. Kecerdasan Emosional (II)
Reliability Statistics
,952 28
Cronbach'sAlpha N of Items
Item-Total Statistics
86,38 175,138 ,625 ,95086,56 176,864 ,732 ,94986,52 177,602 ,642 ,95086,54 179,233 ,474 ,95286,70 179,276 ,544 ,95186,62 172,281 ,722 ,94986,40 177,102 ,671 ,95086,68 177,242 ,707 ,94986,36 178,847 ,628 ,95086,80 178,816 ,509 ,95186,52 177,071 ,555 ,95186,26 177,094 ,696 ,95086,52 179,479 ,669 ,95086,38 177,057 ,702 ,94986,74 174,156 ,706 ,94986,76 178,962 ,665 ,95086,72 169,675 ,814 ,94886,58 176,330 ,737 ,94986,74 176,360 ,600 ,95086,44 180,088 ,600 ,95086,88 175,700 ,490 ,95286,62 177,465 ,660 ,95086,36 179,051 ,585 ,95086,66 173,617 ,657 ,95086,56 178,782 ,653 ,95086,94 176,466 ,584 ,95186,70 180,255 ,573 ,95186,66 177,739 ,635 ,950
No1No2No3No4No5No6No7No8No9No11No12No13No14No15No16No17No18No19No20No21No22No23No25No26No27No28No29No30
Scale Mean ifItem Deleted
ScaleVariance if
Item Deleted
CorrectedItem-TotalCorrelation
Cronbach'sAlpha if Item
Deleted
Valid Semua
3. Variabel Stres Kerja (I)
Reliability Statistics
,896 24
Cronbach'sAlpha N of Items
Item-Total Statistics
72,44 104,904 ,579 ,88972,94 110,262 ,276 ,89872,66 105,739 ,504 ,89172,46 112,743 ,286 ,89672,20 107,714 ,616 ,88972,80 107,551 ,429 ,89472,08 106,238 ,785 ,88672,10 103,929 ,717 ,88671,96 106,366 ,582 ,88971,98 109,898 ,478 ,89272,46 112,417 ,365 ,89472,58 106,861 ,501 ,89172,22 106,747 ,613 ,88972,40 113,837 ,187 ,89872,12 102,149 ,742 ,88572,58 110,861 ,259 ,89872,04 107,182 ,674 ,88872,14 105,184 ,629 ,88872,38 111,751 ,397 ,89472,44 111,598 ,356 ,89472,08 110,769 ,446 ,89372,30 108,051 ,441 ,89372,14 108,286 ,500 ,89172,08 110,116 ,522 ,891
No1No2No3No4No5No6No7No8No9No10No11No12No13No14No15No16No17No18No19No20No21No22No23No24
Scale Mean ifItem Deleted
ScaleVariance if
Item Deleted
CorrectedItem-TotalCorrelation
Cronbach'sAlpha if Item
Deleted
Tidak valid No. 14
4. Variabel Stres Kerja (II)
Reliability Statistics
,898 23
Cronbach'sAlpha N of Items
Item-Total Statistics
69,38 101,220 ,592 ,89169,88 106,557 ,283 ,90169,60 102,531 ,491 ,89469,40 109,265 ,279 ,89869,14 104,164 ,620 ,89169,74 104,033 ,430 ,89669,02 102,836 ,781 ,88969,04 100,692 ,705 ,88968,90 102,867 ,584 ,89268,92 106,320 ,481 ,89469,40 108,735 ,375 ,89769,52 103,561 ,491 ,89469,16 103,117 ,623 ,89169,06 98,629 ,749 ,88769,52 107,234 ,262 ,90168,98 103,693 ,675 ,89069,08 101,749 ,629 ,89169,32 108,181 ,399 ,89669,38 108,240 ,342 ,89769,02 107,122 ,454 ,89569,24 104,635 ,436 ,89669,08 104,565 ,513 ,89469,02 106,673 ,515 ,894
No1No2No3No4No5No6No7No8No9No10No11No12No13No15No16No17No18No19No20No21No22No23No24
Scale Mean ifItem Deleted
ScaleVariance if
Item Deleted
CorrectedItem-TotalCorrelation
Cronbach'sAlpha if Item
Deleted
Valid Semua
B. Deskripsi Data dan Uji Normalitas
Statistics
50 500 0
89,80 72,4091,00 73,50
106 74a
13,787 10,669190,082 113,837
-,816 -,732,337 ,337,779 ,761,662 ,662
60 4752 43
112 90
ValidMissing
N
MeanMedianModeStd. DeviationVarianceSkewnessStd. Error of SkewnessKurtosisStd. Error of KurtosisRangeMinimumMaximum
KecerdasanEmosi Stress Kerja
Multiple modes exist. The smallest value is showna.
Frequency Table Histogram
Kecerdasan Emosi1201008060
Freq
uenc
y
12
10
8
6
4
2
0
Kecerdasan Emosi
Mean =89.8�Std. Dev. =13.787�
N =50
Stress Kerja908070605040
Freq
uenc
y
15
10
5
0
Stress Kerja
Mean =72.4�Std. Dev. =10.669�
N =50
NPar Tests
One-Sample Kolmogorov-Smirnov Test
50 5089,80 72,40
13,787 10,669,137 ,111,062 ,073
-,137 -,111,969 ,785,305 ,569
NMeanStd. Deviation
Normal Parametersa,b
AbsolutePositiveNegative
Most ExtremeDifferences
Kolmogorov-Smirnov ZAsymp. Sig. (2-tailed)
KecerdasanEmosi Stress Kerja
Test distribution is Normal.a.
Calculated from data.b.
Signifikansi Kolmogorov-Smirnov Z kedua variable lebih tinggi dari taraf signifikansi 0,05, angka tersebut menunjukkan bahwa penyimpangan sebaran data dari kurva normalnya tidak signifikan, yangberarti bahwa sebaran data telah memenuhi asumsi sebaran data berdistribusi normal. C. Analisis Korelasi Correlations
Correlations
1 ,870**,000
50 50,870** 1,000
50 50
Pearson CorrelationSig. (2-tailed)NPearson CorrelationSig. (2-tailed)N
Kecerdasan Emosi
Stress Kerja
KecerdasanEmosi Stress Kerja
Correlation is significant at the 0.01 level (2-tailed).**.
Koefisien korelasi r = 0,870 dan signifikansinya sebesar 0,000, angka tersebut menunjukkan bahwa korelasi kecerdasan emosi terhadap stress kerja signifikan karena signifinasi 0,000 lebih kecil dibandingkan dengan taraf signifikansi 0,05.
D. Analisis Regresi Linier
Model Summary
,870 ,756 ,751 5,320R R Square
AdjustedR Square
Std. Error ofthe Estimate
The independent variable is Kecerdasan Emosi.
ANOVA
4219,493 1 4219,493 149,087 ,0001358,507 48 28,3025578,000 49
RegressionResidualTotal
Sum ofSquares df Mean Square F Sig.
The independent variable is Kecerdasan Emosi.
Coefficients
,673 ,055 ,870 12,210 ,00011,958 5,007 2,388 ,021
Kecerdasan Emosi(Constant)
B Std. Error
UnstandardizedCoefficients
Beta
StandardizedCoefficients
t Sig.
Kecerdasan Emosi1201008060
Stre
ss K
erja
90
80
70
60
50
40
LinearObserved
Model regresiliniernya adalah: Y’ = 11,958 + 0,673 X Artinya bahwa setiap kenaikan kecerdasan emosi (X) sebesar satu satuan, maka streskerja akan membaik sebesar 0,673 satuan. Hasil tersebut menunjukkan bahwa jika kecerdasan emosi baik, maka streskerja juga akanmembaik dan sebaliknya.
