Sumin Sumin


All society of academicians IAIN Pontianak must supporting vision and mission of IAIN Pontianak for the sake
of quality of graduates who have higher competency and international insight one of concrete effort is doing
community satisfaction survey towards the quality of graduates of IAIN Pontianak as external information source,
next data perceptive analyzed with appropriate statistic tool, one of application tool is Multidimentional Scaling
Tests (MDS). This research using descriptive methods (descriptive research) with the intention of making
emphirical description Multidimentional Scaling Application (MDS) on stakeholders perceptive to map the quality
of garduates of IAIN Pontianak. Population on this research is IAIN stakeholders in Pontianak, that is community
which directly connected to graduates of IAIN Pontianak, or private institution or government as graduates of
IAIN Pontianak user. Sample of this research using purposive methods sampling 100 respondents. IAIN
segmentative of quality variables that has negative perceptive by community is Disciplines ( X9) and Motivates
(X11), IAIN segmentative variables that have positive perceptive by stakeholders are Integrity / Ethics variables
and Morality ( X1), Professionalism at works (X2), Insight between disciplines (X3), Leadership( X4),
Teamworks( X5), Foreign Language Ability (X6), Communication Ability ( X7), Using Information Technology
(X8), Honesty (X10), Work Ethics(X12), Innovative and Creativity ( X13), Solving Problems Ability (X14). There
is high competition between 3 higher education in Pontianak. Those are: IAIN, Poltekes and Polnep. As spatial
IAIN Pontianak closer to UNTAN, it is also means that UNTAN is the strongest competitor of IAIN Pontianak.
Key words: MDS, Perceptive Map, Graduates quality, IAIN Pontianak

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Abdi, H. 2006, Metric Multidimensional

Scaling (MDS) : Analyzing

Distance Matrices, The University

of Texas at Dallas.

Borg,I., dan Groenen, P. 1997, Modern

Multidimensional Scaling. Springer.

st edition. New York

Boyd, Harper W., dkk. 2001.

Manajemen Pemasaran. Edisi

Kedua, Erlangga. Jakarta.

Chin W.W. & Newsted P.R., (1999),

“Structural Equation Modeling

Analysis with Small Samples using

Partial Least Squares”, in: Hoyle R.

(ed.) Statistical Strategies for Small Sumin / At-Turats Vol. 11 No.2 (2017) 97 – 104

Sample Research, Sage

Publications, pp. 307-341.

Cox,T.F., dan Cox, M.A.A. 2001.

Multidimensional Scalling,

Chapman&Hall, London.

Gabriel, K.R.(1971), The biplot graphic

display of matrices with application

to principal componentan alysis,

Biometrika 58:453-467.

Ghozali, Imam. 2006, Structural

Equation Modeling Metode

Alternatif dengan

Partial Least Square, Badan Penerbit

Universitas Diponegoro, Semarang.

Hair, Jr., J. F., Black, W. C., Babin, B. J.,

Anderson, R. E., & Tatham, R. L.


Multivariate Data Analysis (6th ed.).

Upper Saddle River, NJ: Pearson

Prentice Hall.

Johnson, R.A, dan Wichern, D.W.

, Applied Multivariate

StatisticalAnalysis, 5thedition,

PrenticeHall, EnglewoodClifts,


Kasali, Rehenal. 2007. Membidik Pasar

Indonesia, Segmentasi, Targeting,

Positioning, PT Gramedia Pustaka

Utama, Jakarta.

Kotler, Philip dan Gray Amstrong. 2008.

Prinsip-Prinsip Pemasaran. Edisi 1,

Buku Jakarta: Erlangga.

Lamb. Charles. W., 2001. Pemasaran.

Buku I, Edisi Pertama. Jakarta:

Salemba Empat.

Peraturan Menteri Pendidikan dan

Kebudayaan Nomor 49 Tahun

, Tentang Standar Nasional

Pendidikan Tinggi, Jakarta.

Peraturan Menteri Pendidikan dan

Kebudayaan Nomor 50 Tahun

, Tentang Standar Standar

Penjaminan Mutu Pendidikan

Tinggi, Jakarta.

Peraturan Presiden Republik Indonesia

Nomor 8 Tahun 2012, Tentang

Kerangka Kualifikasi Nasional

Indonesia, Jakarta.

Robbins, Stephen P., 2006. Perilaku

Organisasi. Edisi Kesepuluh.

Jakarta: Gramedia.

Simamora, B, 2001, Panduan Riset

Perilaku Konsumen. Jakarta:PT

Gramedia Pustaka Utama. Undang-

Undang Republik Indonesia Nomor

Tahun 2012 Tentang Pendidikan

Tinggi, Jakarta.

Umar, Husein. 2003. Riset Pemasaran

dan Perilaku Konsumen. Jakarta.


Wickelmaier, Florian. 2003. An

Introduction to MDS. Sound

Quality Research Unit, Aalborg

Uiverity, Denmarg.


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