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"Tesis ini membahas bagaimana ketidakseimbangan pembelian di dalam BEI mempengaruhi harga saham, sehingga akhirnya mempengaruhi imbal hasil saham. Fakta di NYSE menunjukan bila herding beli mengakibatkan imbal hasil abnormal menjadi negatif dua hingga tiga tahun setelahnya. Dapatkah ditemukan pola yang sama pada BEI? Ditambah lagi investor asing yang umumnya bertransaksi dalam jangka pendek sedang meningkat. Hasil penelitian menemukan herding beli yang dilakukan investor asing menyerupai apa yang terjadi di NYSE dan memiliki hubungan yang negatif. Sebaliknya, herding investor lokal memiliki hubungan yang positif terhadap imbal hasil abnormal. Walau demikian, herding tidak cukup kuat meramalkan imbal hasil di masa depan.

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This thesis discusses how the imbalance purchases in the IDX affect stock prices, then stock returns. Facts in NYSE showed that buy-herd has guided negative abnormal returns within next two to three years. Can the same pattern be found in the IDX? Increasing number of foreign investors which trading in shorter period is also an issue. It is found that buy-herd in IDX by foreign investors resemble what had happened on the NYSE portfolio, which was negative relationship to abnormal returns. Herding by local investors have a positive relationship to the abnormal returns instead. However, herding does not explain future abnormal returns."

"Tujuan penelitian ini adalah menganalisis penyebab dan konsekuensi perilaku herding oleh investor asing dan domestik di Bursa Efek Indonesia. Faktor-faktor penyebab perilaku herding difokuskan pada karakteristik saham, meliputi ukuran perusahaan, tingkat likuiditas, imbal hasil masa lalu, dan volatilitas imbal hasil. Teknik analisis yang digunakan adalah analisis data panel, yaitu model fixed effect dan model random effect. Hasil penelitian menunjukkan bahwa baik investor asing maupun investor domestik berperilaku herding, tetapi tingkat herding investor asing lebih tinggi dibandingkan investor domestik. Selain itu, tingkat sell-herding oleh investor asing dan domestik lebih tinggi dibandingkan tingkat buy-herding. Penelitian ini menemukan bukti signifikan bahwa perilaku herding oleh investor asing dan domestik sama-sama termasuk dalam kategori unintentional herding. Investor asing merupakan momentum trader, sedangkan investor domestik merupakan contrarian trader. Portofolio saham yang di-herd buy dan di-herd sell oleh investor asing menghasilkan imbal hasil positif di masa depan, menunjukkan bahwa buy-herding dan sell-herding oleh investor asing, secara terpisah, menguntungkan dan merugikan investor. Di lain pihak, buy-herding dan sell-herding oleh investor domestik merugikan investor. Hal ini ditunjukkan oleh imbal hasil negatif di masa depan untuk portofolio saham yang di-herd buy oleh investor domestik, sedangkan portofolio saham yang di-herd sell mempunyai imbal positif di masa depan. Terakhir, perilaku buy-herding investor asing tidak mendestabilisasi harga saham, tetapi tidak demikian dengan perilaku sell-herding investor asing. Baik perilaku buy-herding maupun sell-herding oleh investor domestik mendestabilisasi harga saham.

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This study investigates causes and consequences of foreign and domestic investor herding in Indonesia Stock Exchange. Causes of herding are focused on stock characteristics, such as size, stock liquidity, past returns, and volatility. The analysis technique used in this study is fixed effect and random effect panel regression model. Results show that both foreign and domestic herd, but foreign investors herding level is higher than domestic’s. Furthermore, sell-herding level of both foreign and domestic investors is higher than buy-herding level. This study find significant evidence of foreign and domestic investor herding is driven by past returns. Domestic investors tend to herd more on firms with bigger capitalization. Foreign investors are momentum traders, while domestic investors are contrarian trader. The portfolio that foreign investors herd buy and herd sell produce positive returns in the future, suggest buy-herding and sell-herding by foreign investors have a desirable and adverse effect on investors, respectively. By contrast, buy-herding and sell-herding by domestic investors incur losses. This is indicated by negative returns in the future for the portfolios that domestic investors herd buy, while the portfolios that domestic investors herd sell generate positive returns in the future. Lastly, foreign investors buy-herding behavior does not have potential to destabilize stock prices, but not so with foreign sell-herding behavior. Either domestic buy-herding or sell-herding destabilizes the stock prices."

"Penelitian ini bertujuan untuk mengukur perilaku herding yang dilakukan oleh investor institusiona1 pada Bursa Efek Indonesia, Pengukuran herding ini dilakukan dengan dua metode, yaitu metode yang dikembangkan oleh Lakonishok, Shleifer, dan Vishny (metode LSV) dan metode yang dikembangkan oleh Chang, Cheng, dan Khorana (metode CCK). Metode LSV menggunakan data jumlah pembeli dan penjual atas suatu saham, sedangkan metode CCK menggunakan data return. Hasil dari penelitian ini membuktikan bahwa tidak terjadi perilaku herding yang signifikan yang dilakukan oleh investor institusional pada Bursa Efek Indonesia. Penelitian ini juga membuktikan bahwa secant umum tidak terdapat perbedaan hasil pengujian antara kedua metode yang digunakan.

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The focus of this study is to measure institutional herding in Indonesia Stock Exchange. Institutional herding behavior is measure by using two methods, method by Lakonishok, Shleifer, dan Vishny (LSV method) and method by Chang, Cheng, and Khorana (CCK method). LSV method use the number of buyers and sellers data in its measurement. In the other hand, CCK method use return data.

The result of this study shows that there is no significant herding behavior done by institutional insvestors. The study also proves that, in general there are no differences in the results of herding measurement by using LSV method and CCK method."

"Penelitian ini membandingkan model CAPM dan Fama-French tiga faktor model untuk melihat dampak net Trading, order imbalace, dan likuiditas premium investor asing dan domestik di pasar modal Indonesia. Portofolio net trading dan order imbalance diestimasi dengan pendekatan quoted spread (Roll, 1984). Adapun likuikitas premium dihitung berdasarkan Amihud (2002). Hasil penelitian menunjukan bahwa market risk premium, size effect dan value effect secara konsisten berpengaruh positif terhadap return saham di pasar modal Indoensia. Net trading investor asing maupun domestik berpengaruh signifikan positif terhadap return saham. Pengaruh order imbalance ditemukan hanya pada investor asing. Selain itu, transaksi asing cenderung mampu mendapatkan return lebih besar pada saham-saham yang ilikuid sedangkan transaksi domestik cenderung mampu menghasilkan return lebih tinggi pada saham yang likuid.

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This study compares the CAPM and Fama-French three factor models to estimates the impact of Net Trading, Order Imbalace, and premium liquidity of foreign and domestic investors in the Indonesian Capital Market. Net trading portfolios and imbalance orders are estimated using the quoted spread Roll (1989) approach. The premium liquidity is calculated based on Amihud (2002). The results showed that the market risk premium, size effect and value effect consistently had a positive effect on stock returns in the Indonesian Capital Market. Net trading by foreign and domestic investors has a significant positive effect on stock returns. The influence of imbalance orders is found only on foreign investors. In addition, foreign transactions tend to be able to get greater returns on iliquid stocks, while domestic transactions tend to produce higher returns on liquid stocks.

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"[Skripsi ini membahas tentang pengaruh munculnya informasi fundamental ke dalam bursasaham di Indonesia terhadap perilaku investor yang dilihat dari aktifitas herding yangterjadi di dalam bursa. Untuk melihat ada tidaknya perilaku herding, metode perhitunganCross-Sectional Absolute Deviation (CSAD) digunakan sebagai acuan dalam penelitian.Penelitian ini menggunakan variabel return IHSG, Fama Three-factor model, serta tanggalmunculnya informasi fundamental yang masuk ke dalam bursa khususnya pada sector hasilindustri untuk konsumsi. Penelitian ini menghasilkan kesimpulan bahwa informasifundamental tidak berpengaruh secara signifikan pada sector hasil industry untuk konsumsi.Pada penelitian ini juga terdapat implikasi manajerial serta saran untuk penelitian selanjutnya;This study discusses the effect of fundamental information towards investor behavior inIndonesia stock market. In this study, herding behavior measured using Cross-sectionalAbsolute Deviation (CSAD). Market return, Fama Three-factor Model, and particular datewhen fundamental information published set as independent variable and using CSAD asdependent variable . In this study, there is also a managerial implications and suggestionsfor further research;This study discusses the effect of fundamental information towards investor behavior inIndonesia stock market. In this study, herding behavior measured using Cross-sectionalAbsolute Deviation (CSAD). Market return, Fama Three-factor Model, and particular datewhen fundamental information published set as independent variable and using CSAD asdependent variable . In this study, there is also a managerial implications and suggestionsfor further research;This study discusses the effect of fundamental information towards investor behavior inIndonesia stock market. In this study, herding behavior measured using Cross-sectionalAbsolute Deviation (CSAD). Market return, Fama Three-factor Model, and particular datewhen fundamental information published set as independent variable and using CSAD asdependent variable . In this study, there is also a managerial implications and suggestionsfor further research;This study discusses the effect of fundamental information towards investor behavior inIndonesia stock market. In this study, herding behavior measured using Cross-sectionalAbsolute Deviation (CSAD). Market return, Fama Three-factor Model, and particular datewhen fundamental information published set as independent variable and using CSAD asdependent variable . In this study, there is also a managerial implications and suggestionsfor further research, This study discusses the effect of fundamental information towards investor behavior inIndonesia stock market. In this study, herding behavior measured using Cross-sectionalAbsolute Deviation (CSAD). Market return, Fama Three-factor Model, and particular datewhen fundamental information published set as independent variable and using CSAD asdependent variable . In this study, there is also a managerial implications and suggestionsfor further research]"

"ABSTRAKPerilaku herding cenderung terjadi pada emerging market seperti Indonesia. Hal ini dikuatkan oleh penelitian yang dilakukan Chang, Cheng, dan Khorana (1999) yang mengatakan terdapat aktifitas herding pada pasar emerging market saat itu, Korea Selatan dan Taiwan. Tesis ini akan membahas apakah perilaku herding pada investor terjadi pada saat penawaran IPO ditawarkan di Bursa EfekIndonesia pada lingkup tahun 2007-2011. Penelitian yang menggunakan metode Cross-sectional Absolute Deviation (CSAD) untuk mendeteksi herding menghasilkan bahwa tidak terjadi perilaku herding yang secara signifikan dapat menghasilkan abnormal return.

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AbstractInvestor herding behavior usually can be seen in the emerging market as proven in South Korean and Taiwan market by the research of Chang, Cheng, and Khorana (1999). This thesis discusses whether investor herding behavior occurs for IPO trading in Indonesian stock market for the period of 2007-2011. Using Crosssectional Absolute Deviation (CSAD) as measurement, the research shows that there is no herding activity that significantly resulting an abnormal return for investor."

"Edukasi pasar modal menjadi prioritas regulator dalam melakukan pengembangan pasar modal di Indonesia. Penelitian dalam skripsi ini dilakukan dengan mempelajari perilaku mengikut herding yang dilakukan oleh 18 tipe investor detail melalui pengamatan terhadap pola aliran investasi bersih dalam transaksi perdagangan ekuitas saham di Bursa Efek Indonesia dengan pembentukan model Vector Autoregression VAR. Berdasarkan pengamatan data bulanan pada periode Januari 2010 s.d. Oktober 2016, diperoleh kesimpulan bahwa perilaku herding terdapat pada jenis investor asing dan investor domestik. Adapun fokus edukasi pasar modal sebaiknya dilakukan pada jenis investor domestik dana pensiun LPF, karena memiliki hubungan kausalitas dengan tingkat pengembalian IHSG, investor domestik individual LID dan investor domestik investment banking LIB karena menunjukkan pola herding terhadap investor asing.

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Capital market education has become the focus of Indonesian Capital Market Regulator in recent years. This study take focus on the analysis of herding behavior between 18 investor types in Indonesian Stock Exchange. During the observation through monthly data of Nett Investment Flow during January 2010 up until October 2016, this study concludes several outputs. Herding behavior exist between foreign investor and domestic investor type. Domestic capital market educations could give attention to domestic Pension Fund LPF due to its causality relationship to IHSG return. The focus could also be on domestic individual investor LID and domestic investment banking LIB investors since the forementioned types shows herding behavior towards foreign investors rsquo type."

"Tujuan dari penelitian ini adalah untuk menganalisis pola transaksi investor asing dan investor domestik di Bursa Efek Indonesia, menggunakan data harian pada periode 2013 hingga 2017. Metode yang digunakan dalam penelitian ini adalah vektor autoregresi (VAR). Variabel yang digunakan dalam penelitian ini adalah pergerakan return Indeks Harga Saham Gabungan (IHSG), nilai pembelian (penjualan) bersih investor asing pada saham yang diproksikan dalam Net Investment Flow (NIF) asing, dan nilai pembelian (penjualan) bersih investor domestik diproksikan dalam Net Investment Flow (NIF) domestik. Hasil VAR menunjukkan investor asing memiliki respon yang positif atas pergerakan return IHSG, sedangkan investor domestik memiliki respon negatif atas pergerakan return IHSG dalam perdagangan jangka pendek. Investor domestik memiliki respon negatif signifikan terhadap NIF asing, sedangkan NIF asing tidak terpengaruh oleh gerakan NIF domestik.

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The purpose of this study is to analyze characteristics of foreign investor and domestic investor transactions in Indonesia Stock Exchange, using daily data for the period 2013 until 2017. The method used in this study is the vector autoregresion (VAR). Variables used in this research is the movement of returns IHSG, payment of purchase (sale) net investors, and the net purchase (sales) of domestic investors. The VAR result shows that foreign investors have a positive response to JCI's return movement, while domestic investors have negative response to JCI movement. Domestic NIF has a significant negative response with foreign NIF, whereas foreign NIF are not affected by the domestic NIF movement."

"Abstract. The first objective of this study is to analyze what kind of sector industry which is selected by foreign investorin Indonesia. Second, to analyze what kind of financial firm characteristic of stocks which is selected by foreign investor.This study used a quantitative approach by using secondary data from financial reports and historical data from IndonesianStock Exchange. Researcher used multivariate regression to analyze the correlation between stocks selected by foreigninvestor with financial firm characteristic. Based on the result, foreign investor are overweight stocks from ConsumerGoods Industry. Dividend yield, beta, and book to market are financial firm characteristic which is significantly influencethe stock selection by foreign investor."