Analisis Perbedaan Pengaruh Variabel , , , Terhadap Saham di BEJ Periode Sebelum dan Sesudah Krisis

Liestyowati Liestyowati


This study aims to identify and analyze the existence of differences in the effect of variable variables (Market Risk), DER (Debt to Equity Ratio), E / P (Earning to Price), (Ln.ME)  (Market Equity , Size) and PBV (Price to Book Value) individually or jointly against R  (Return) of the shares on the JSE before-crisis period (January-December 1995-1996) and after the crisis (January-December 1997 - 1999). Based on research by Fama and French (1992) without any distinction trials found no difference in the influence of Beta, Size and Be / Me against the return on an individual basis between the periods 1963-1976 and 1977-1990 periods, as well as the discovery of Davis observation period between January 1941 to 1962 and January-December 1940-1962. Research in Indonesia do Sulastri, 1999 that examined differences in the influence of beta (risk) of returns between the period before and during the crisis, the result was no significant difference in domistik investors.

Based on the empirical study of the hypothesis in this study is that there are differences in the influence of BETA,, .  ,    to R  shares on the BEJ between the period before and after the crisis. Research methods in several stages, the first stage is the selection of the sample that is most active stock market and has a large equity during the period observasi.Tahap second is an analysis of the influence of differences in factor BETA test, DER , E / P, Ln.ME and PBV  against R - between the period before and b after the crisis. In the second stage was also conducted on the data before and after observational data that are not normally excluded (outlier). In the analysis after outliers removed also conducted an analysis of the variable Leverage and BE / ME.

          The conclusion of this study is that there are differences in the effect of variable BETA, DER, E / P , Ln.ME, PBV to R. Between the period before and during the crisis. Found only individually significant variables BETA has a different effect between the period before and during the crisis. And the multiple regression model formed as independent variables BETA,  DER, E / P,Ln.ME, PBV found all the variables have a significant effect differed between the period before and during the crisis of the R , PBV. Being formed when the regression model with the independent variable BETA, (DER) , E / P, Ln.ME , LEV and BE / ME result is the only variable E / P significant  have different effects between the period before and after the crisis on R .

Keyword : existence of differences in the effect of variable , ,, individually or jointly against R  (Return)

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Banz’R “The Relationship between Return and Market Value of Common Stock”,Journal of Financial Economic’9 (March 1981), pp. 3-18

Basu, S. “Investment Performance of Common Stock in Relation to their Price Earning Ratio: Atest of The Efficient Market Hypothesis”,

Journal of Finance, 32 (June 1977), pp. 663-683 Basu, S. “The Relationship between Earning Yield, Market Value and Return for

NYSE Common Stock”, Journal of Financial Economic,1993, pp. 129-156

Copper & Emory : Business Research Methods, 5th Ed. Richard D. Irwin,Inc., 1995

Dayan, A, Pengantar Metode Statistik, Jilid II, LP3ES, 1986

Dewiyanti, Leola, “Pengaruh Beta, Size, Me/Be, PER Terhadap Expected Return Saham di BEJ”,Pascasarjana – Universitas Indonesia, 1998

Fama, E. F. & K. R. French,” The Cross-section of Expected Styock Return”, The Journal of Financial Vol XL VII No. 2, 1992

, “Multifactor Expectation of Asset Pricing Anomalies”, The Journal of Financial Vol LI No.1 March 1996

Fama, E. F. & K. R. French, “The Cross-section of Expected Return”, Journal of Finance, 47 (1992, pp. 427-465)

, “Multifactor Explanation of Asset Pricing Anomalies”, Finance, 14 (March 1992, pp 55-84)

Fama E. F., “Effient Capital Market: 11”, The Journal of Finc, Vol XLVI No. 5 Desember 1991

Fisher, D. E., R. J. Jordan, Security Analysis and Portfolio Management 6th Ed. ,Printice-Hall, Inc. 1995.

Gujarati, Damodaran, Terjemahan, “Ekonometrika Dasar” oleh Sumarno Zain,Cetakan Kelima, Jakarta, Erlangga, 1997.

Husnan Suad, “Pengujian Empiris Model-model”, Dasar-dasar Teori Portfolio dan Analisis Sekuritas Edisi Kedua, UPP-AMP YKPN, Yogyakarta, 1994, hal. 226-240

Husnan & Hermanto, “CAPM & Strategi Portfolio Kajian Kondisi Pasar di BEJ 1997”, Usahawan No. 5 Th. XXVII Mei 1998

James L. Davis, “The Cross-section of Realized Stock Return: The Pre-Compusat Evidence”, The Journal of Finc, Vol XLIX No. 5 Desember 1994

Rafael La Porta, “Expectation and The Cross-section of Stock Return”, The Journal of Financial, Vol II, No. 6 , Desember 1996

Sulastri, “Analisis Investasi pada Beberapa Bursa Asia Ditinjau dari Pemodal Asing dan Domistik”, Pascasarjana Universitas Indonesia, 1999



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