Yangfan Liang, Gordon Burtch, D. Cho, Michael D. Smith
{"title":"数字电影早期发行对票房收入的影响:来自韩国市场的证据","authors":"Yangfan Liang, Gordon Burtch, D. Cho, Michael D. Smith","doi":"10.2139/ssrn.3749476","DOIUrl":null,"url":null,"abstract":"Movie studios’ film distribution practices have undergone radical changes over the past decade with the rise of digital channels including Electronic-Sell-Through (EST) and Video-on-demand (VOD). However, one aspect of the release schedule has been remarkably stable. Most Hollywood movies are still released in theaters 1-3 months before they are made available on digital channels for in-home consumption. Given the rising importance of digital in-home channels, our research analyzes whether earlier digital in-home releases impact theatrical revenue, home entertainment revenue, and the overall revenue received by studios. \n \nWe address these questions using data from South Korea where, for a number of years, studios have pursued early digital release of many movies via an offering known as Super Premium (SP) Video on Demand (VOD). SPVOD was introduced in South Korea in 2012 and had been adopted by every major movie studio in Korea by the end of 2018. Traditional (non-SP) digital releases typically occur 90 days after the initial theatrical release, well after the movie has stopped showing in theaters. By contrast, SP releases typically occur just four to five weeks after a theatrical premiere, while the movie is typically still being shown in theaters. \n \nWe exploit cross-country differences in movies’ theatrical revenue over the duration of the box office window to investigate the extent to which an early digital release impacts box office revenue. In particular, we employ a difference-in-differences-in-differences (DDD) strategy, contrasting SP versus non-SP movie revenues over time, before versus after the Korean SP release, and in Korea versus the United States (where SP notably does not exist). This identification strategy enables us to empirically isolate the causal effect of the SP release, over and above any confounded, systematic differences in the box office performance of SP-assigned and non-SP-assigned movies. \n \nWith respect to theatrical revenue, we find that shortening the digital release window from 3 months to 3-5 weeks after the theatrical release causes a statistically and economically insignificant decline in theatrical revenue, equivalent to an approximate 0.8% drop in total theatrical revenue in Korea during the first eight weeks of the theatrical run. With respect to home entertainment revenue, using digital movie sales data in Korea and industry estimates of studio margins on theatrical and SPVOD revenue, we estimate that SPVOD releases increase the marginal revenue received by studios in the first eight weeks of a movie’s Korean release by approximately 12%. Finally, we find that while the data from torrent piracy suggest that early SPVOD releases lead to earlier global availability of high-quality piracy sources, we see no evidence that these early sources increase piracy demand for movies released in SPVOD windows in either the Korean or US markets.","PeriodicalId":430354,"journal":{"name":"IO: Empirical Studies of Firms & Markets eJournal","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Impact of Early Digital Movie Releases on Box Office Revenue: Evidence from the Korean Market\",\"authors\":\"Yangfan Liang, Gordon Burtch, D. Cho, Michael D. Smith\",\"doi\":\"10.2139/ssrn.3749476\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Movie studios’ film distribution practices have undergone radical changes over the past decade with the rise of digital channels including Electronic-Sell-Through (EST) and Video-on-demand (VOD). However, one aspect of the release schedule has been remarkably stable. Most Hollywood movies are still released in theaters 1-3 months before they are made available on digital channels for in-home consumption. Given the rising importance of digital in-home channels, our research analyzes whether earlier digital in-home releases impact theatrical revenue, home entertainment revenue, and the overall revenue received by studios. \\n \\nWe address these questions using data from South Korea where, for a number of years, studios have pursued early digital release of many movies via an offering known as Super Premium (SP) Video on Demand (VOD). SPVOD was introduced in South Korea in 2012 and had been adopted by every major movie studio in Korea by the end of 2018. Traditional (non-SP) digital releases typically occur 90 days after the initial theatrical release, well after the movie has stopped showing in theaters. By contrast, SP releases typically occur just four to five weeks after a theatrical premiere, while the movie is typically still being shown in theaters. \\n \\nWe exploit cross-country differences in movies’ theatrical revenue over the duration of the box office window to investigate the extent to which an early digital release impacts box office revenue. In particular, we employ a difference-in-differences-in-differences (DDD) strategy, contrasting SP versus non-SP movie revenues over time, before versus after the Korean SP release, and in Korea versus the United States (where SP notably does not exist). This identification strategy enables us to empirically isolate the causal effect of the SP release, over and above any confounded, systematic differences in the box office performance of SP-assigned and non-SP-assigned movies. \\n \\nWith respect to theatrical revenue, we find that shortening the digital release window from 3 months to 3-5 weeks after the theatrical release causes a statistically and economically insignificant decline in theatrical revenue, equivalent to an approximate 0.8% drop in total theatrical revenue in Korea during the first eight weeks of the theatrical run. With respect to home entertainment revenue, using digital movie sales data in Korea and industry estimates of studio margins on theatrical and SPVOD revenue, we estimate that SPVOD releases increase the marginal revenue received by studios in the first eight weeks of a movie’s Korean release by approximately 12%. Finally, we find that while the data from torrent piracy suggest that early SPVOD releases lead to earlier global availability of high-quality piracy sources, we see no evidence that these early sources increase piracy demand for movies released in SPVOD windows in either the Korean or US markets.\",\"PeriodicalId\":430354,\"journal\":{\"name\":\"IO: Empirical Studies of Firms & Markets eJournal\",\"volume\":\"45 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-12-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IO: Empirical Studies of Firms & Markets eJournal\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.3749476\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IO: Empirical Studies of Firms & Markets eJournal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3749476","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The Impact of Early Digital Movie Releases on Box Office Revenue: Evidence from the Korean Market
Movie studios’ film distribution practices have undergone radical changes over the past decade with the rise of digital channels including Electronic-Sell-Through (EST) and Video-on-demand (VOD). However, one aspect of the release schedule has been remarkably stable. Most Hollywood movies are still released in theaters 1-3 months before they are made available on digital channels for in-home consumption. Given the rising importance of digital in-home channels, our research analyzes whether earlier digital in-home releases impact theatrical revenue, home entertainment revenue, and the overall revenue received by studios.
We address these questions using data from South Korea where, for a number of years, studios have pursued early digital release of many movies via an offering known as Super Premium (SP) Video on Demand (VOD). SPVOD was introduced in South Korea in 2012 and had been adopted by every major movie studio in Korea by the end of 2018. Traditional (non-SP) digital releases typically occur 90 days after the initial theatrical release, well after the movie has stopped showing in theaters. By contrast, SP releases typically occur just four to five weeks after a theatrical premiere, while the movie is typically still being shown in theaters.
We exploit cross-country differences in movies’ theatrical revenue over the duration of the box office window to investigate the extent to which an early digital release impacts box office revenue. In particular, we employ a difference-in-differences-in-differences (DDD) strategy, contrasting SP versus non-SP movie revenues over time, before versus after the Korean SP release, and in Korea versus the United States (where SP notably does not exist). This identification strategy enables us to empirically isolate the causal effect of the SP release, over and above any confounded, systematic differences in the box office performance of SP-assigned and non-SP-assigned movies.
With respect to theatrical revenue, we find that shortening the digital release window from 3 months to 3-5 weeks after the theatrical release causes a statistically and economically insignificant decline in theatrical revenue, equivalent to an approximate 0.8% drop in total theatrical revenue in Korea during the first eight weeks of the theatrical run. With respect to home entertainment revenue, using digital movie sales data in Korea and industry estimates of studio margins on theatrical and SPVOD revenue, we estimate that SPVOD releases increase the marginal revenue received by studios in the first eight weeks of a movie’s Korean release by approximately 12%. Finally, we find that while the data from torrent piracy suggest that early SPVOD releases lead to earlier global availability of high-quality piracy sources, we see no evidence that these early sources increase piracy demand for movies released in SPVOD windows in either the Korean or US markets.