STATISTIKA DASAR SEMESTER 1

MANAJEMEN DATA STATISTIK DAN EPIDEMIOLOGI RUMAH SAKIT

DOSEN: Dr. Cecilia Windiyaningsih, SMP, SKM, M.Kes.

STATISTIK DESKRIPTIF

DATA PROFILE RUMAH SAKIT BHAYANGKARA

DISUSUN OLEH :

dr. SARAH KASTILANI – KELAS 37A NPM 226080284

PROGRAM PASCA SARJANA

MAGISTER ADMINISTRASI RUMAH SAKIT UNIVERSITAS RESPATI INDONESIA

2023

2 VARIABLE VIEW

DATA VIEW

OUTPUT

RECODE KEUANGAN ('MENINGKAT'=1) ('MENURUN'=2) ('TETAP'=3) INTO PENDAPATAN.

VARIABLE LABELS PENDAPATAN 'PENDAPATAN'.

EXECUTE.

RECODE KEUANGAN ('MENINGKAT'=1) ('TETAP'=3) ('TURUN'=2) INTO PENDAPATAN.

VARIABLE LABELS PENDAPATAN 'PENDAPATAN'.

EXECUTE.

FREQUENCIES VARIABLES=TINGKAT PENDAPATAN

/STATISTICS=STDDEV VARIANCE RANGE MINIMUM MAXIMUM SEMEAN MEAN MEDIAN MODE SUM SKEWNESS SESKEW

/GROUPED=TINGKAT PENDAPATAN /HISTOGRAM NORMAL

/ORDER=ANALYSIS.

3

Frequencies

Notes

Output Created 04-APR-2023 18:59:59

Comments

Input Active Dataset DataSet0

Filter <none>

Weight <none>

Split File <none>

N of Rows in Working Data File 15

Missing Value Handling Definition of Missing User-defined missing values are treated as missing.

Cases Used Statistics are based on all cases with valid data.

Syntax FREQUENCIES VARIABLES=TINGKAT

PENDAPATAN

/STATISTICS=STDDEV VARIANCE RANGE MINIMUM MAXIMUM SEMEAN MEAN MEDIAN MODE SUM SKEWNESS SESKEW

/GROUPED=TINGKAT PENDAPATAN /HISTOGRAM NORMAL

/ORDER=ANALYSIS.

Resources Processor Time 00:00:03,58

Elapsed Time 00:00:01,50

Statistics

TINGKAT PENDAPATAN

N Valid 15 15

Missing 0 0

Mean 2.33 1.80

Std. Error of Mean .159 .200

Median 2.36^a 1.75^a

Mode 2 1^b

Std. Deviation .617 .775

Variance .381 .600

Skewness -.312 .383

Std. Error of Skewness .580 .580

Range 2 2

Minimum 1 1

Maximum 3 3

Sum 35 27

a. Calculated from grouped data.

b. Multiple modes exist. The smallest value is shown

4

Frequency Table

TINGKAT

Frequency Percent Valid Percent

Cumulative Percent

Valid RSB TK I 1 6.7 6.7 6.7

RSB TK II 8 53.3 53.3 60.0

RSB TK III 6 40.0 40.0 100.0

Total 15 100.0 100.0

PENDAPATAN

Frequency Percent Valid Percent

Cumulative Percent

Valid MENINGKAT 6 40.0 40.0 40.0

TURUN 6 40.0 40.0 80.0

TETAP 3 20.0 20.0 100.0

Total 15 100.0 100.0

Histogram

5 NPAR TESTS

/K-S(NORMAL)=PENDAPATAN TT /STATISTICS DESCRIPTIVES /MISSING ANALYSIS.

NPar Tests → 1 (PENDAPATAN-TT)

Notes

Output Created 04-APR-2023 19:05:43

Comments

Input Active Dataset DataSet0

Filter <none>

Weight <none>

Split File <none>

N of Rows in Working Data File 15

Missing Value Handling Definition of Missing User-defined missing values are treated as missing.

Cases Used Statistics for each test are based on all cases with valid data for the variable(s) used in that test.

Syntax NPAR TESTS

/K-S(NORMAL)=PENDAPATAN TT /STATISTICS DESCRIPTIVES /MISSING ANALYSIS.

Resources Processor Time 00:00:00,00

Elapsed Time 00:00:00,00

Number of Cases Allowed^a 629145

a. Based on availability of workspace memory.

6 Descriptive Statistics

N Mean Std. Deviation Minimum Maximum

PENDAPATAN 15 1.80 .775 1 3

TT 15 213.67 195.840 70 872

One-Sample Kolmogorov-Smirnov Test

PENDAPATAN TT

N 15 15

Normal Parameters^a,b Mean 1.80 213.67

Std. Deviation .775 195.840

Most Extreme Differences Absolute .249 .293

Positive .249 .293

Negative -.202 -.232

Test Statistic .249 .293

Asymp. Sig. (2-tailed) .013^c .001^c

a. Test distribution is Normal.

b. Calculated from data.

c. Lilliefors Significance Correction.

NPAR TESTS

/K-S(NORMAL)=PENDAPATAN BOR /STATISTICS DESCRIPTIVES /MISSING ANALYSIS.

NPar Tests → 2 (PENDAPATAN – BOR)

Notes

Output Created 04-APR-2023 19:06:39

Comments

Input Active Dataset DataSet0

Filter <none>

Weight <none>

Split File <none>

N of Rows in Working Data File 15

Missing Value Handling Definition of Missing User-defined missing values are treated as missing.

Cases Used Statistics for each test are based on all cases with valid data for the variable(s) used in that test.

Syntax NPAR TESTS

/K-S(NORMAL)=PENDAPATAN BOR /STATISTICS DESCRIPTIVES /MISSING ANALYSIS.

Resources Processor Time 00:00:00,00

Elapsed Time 00:00:00,01

7

Number of Cases Allowed^a 629145

a. Based on availability of workspace memory.

Descriptive Statistics

N Mean Std. Deviation Minimum Maximum

PENDAPATAN 15 1.80 .775 1 3

BOR 15 58.5607 14.43184 38.50 88.50

One-Sample Kolmogorov-Smirnov Test

PENDAPATAN BOR

N 15 15

Normal Parameters^a,b Mean 1.80 58.5607

Std. Deviation .775 14.43184

Most Extreme Differences Absolute .249 .141

Positive .249 .141

Negative -.202 -.109

Test Statistic .249 .141

Asymp. Sig. (2-tailed) .013^c .200^c,d

a. Test distribution is Normal.

b. Calculated from data.

c. Lilliefors Significance Correction.

d. This is a lower bound of the true significance.

Skala Nominal, Ordinal, Interval dan Rasio

1. Skala Nominal → disebut skala variabel kategori, didefinisikan sebagai skala yang melabeli variabel ke dalam klasifikasi yang berbeda dan tidak melibatkan nilai atau urutan kuantitatif.

Contoh: Tingkat RS Bhayangkara (Tk I, Tk II, Tk III, Tk IV), jenis kelamin (pria, Wanita), golongan darah (A, B, O, AB)

2. Skala Ordinal → sebagai skala pengukuran variabel yang digunakan untuk menggambarkan urutan variabel dan bukan perbedaan antara masing-masing variable.

Contoh: status keuangan (meningkat, stabil, menurun), tingkat kepuasan (sangat puas, puas, tidak puas)

3. Skala Interval → didefinisikan sebagai skala numerik di mana urutan variabel diketahui serta perbedaan antara variabel-variabel tersebut. Variabel yang memiliki perbedaan familiar, konstan, dan dapat dihitung diklasifikasikan menggunakan skala Interval.

Contoh: skala suhu, skala waktu, skala pendapatan

4. Skala Ratio → sebagai skala pengukuran variabel yang tidak hanya menghasilkan urutan variabel tetapi juga membuat perbedaan antar variabel diketahui beserta informasi nilai nol sebenarnya.

Contoh: ukuran tinggi badan (<150 cm, 150-160 cm, 161-170 cm, >170 cm), ukuran BB (<1 kg,

1-10 kg, >10 kg)