Pub Date : 2023-09-01DOI: 10.1016/j.infoecopol.2023.101045
Satia Rożynek , Wojciech Hardy
Internet piracy has been repeatedly shown to displace the authorised consumption of digital content. However, fewer studies tried to identify a viable solution and even less tried to convert the ‘pirates’ into paying consumers. We conducted a three-wave panel survey among comic book readers, asking about their consumption from various sources. After each wave, a random subsample was provided with prizes in the form of digital comic books from a legal provider. We analyse the effects of prizes on further consumption behaviour. The first prizing scheme incentivised setting up an account, installing a reader app and familiarising oneself with the catalogue of the dominant digital seller of comics. The second scheme aimed at hooking consumers on particular comic book series. However, we only find small evidence of a change in the consumption patterns or the willingness to pay for digital formats. We suggest that for the case of comic books, the prices of lower-valued digital copies might deter purchase. Furthermore, we discuss the use of similar research design for other creative content.
{"title":"Incentivising ‘pirates’ to pay – An experiment with comic book readers","authors":"Satia Rożynek , Wojciech Hardy","doi":"10.1016/j.infoecopol.2023.101045","DOIUrl":"10.1016/j.infoecopol.2023.101045","url":null,"abstract":"<div><p>Internet piracy has been repeatedly shown to displace the authorised consumption of digital content. However, fewer studies tried to identify a viable solution and even less tried to convert the ‘pirates’ into paying consumers. We conducted a three-wave panel survey among comic book readers, asking about their consumption from various sources. After each wave, a random subsample was provided with prizes in the form of digital comic books from a legal provider. We analyse the effects of prizes on further consumption behaviour. The first prizing scheme incentivised setting up an account, installing a reader app and familiarising oneself with the catalogue of the dominant digital seller of comics. The second scheme aimed at hooking consumers on particular comic book series. However, we only find small evidence of a change in the consumption patterns or the willingness to pay for digital formats. We suggest that for the case of comic books, the prices of lower-valued digital copies might deter purchase. Furthermore, we discuss the use of similar research design for other creative content.</p></div>","PeriodicalId":47029,"journal":{"name":"Information Economics and Policy","volume":"64 ","pages":"Article 101045"},"PeriodicalIF":2.8,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48215203","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-09-01DOI: 10.1016/j.infoecopol.2023.101046
Rosa-Branca Esteves , Francisco Carballo-Cruz
This paper examines how an incumbent firm's data investment decisions can impact market structure and competition. In markets with sufficiently low entry costs, using exclusive data for personalized pricing (PP) does not raise any barrier to entry. However, in markets with intermediate entry costs, the risk of competition and consumer harm is significant. Policy intervention is needed to foster competition. The effectiveness of an information-sharing policy depends on whether the incumbent anticipates it. Mandatory information sharing can only promote entry in markets with intermediate to high entry costs if the incumbent does not foresee its imposition. If the incumbent foresees this policy, it will strategically reduce its data acquisition to deter entry, by serving fewer consumers in the early period. This will cause significant harm to consumers and overall welfare. In markets with sufficiently low intermediate entry costs, information-sharing obligations can effectively foster competition and benefit consumers, regardless of the incumbent's anticipation. A ban on price personalization practices could be a better policy option to promote competition, especially in markets with high entry costs or where mandatory information sharing is not effective due to the incumbent strategic behavior.
{"title":"Can data openness unlock competition when an incumbent has exclusive data access for personalized pricing?","authors":"Rosa-Branca Esteves , Francisco Carballo-Cruz","doi":"10.1016/j.infoecopol.2023.101046","DOIUrl":"10.1016/j.infoecopol.2023.101046","url":null,"abstract":"<div><p>This paper examines how an incumbent firm's data investment decisions can impact market structure and competition. In markets with sufficiently low entry costs, using exclusive data for personalized pricing (PP) does not raise any barrier to entry. However, in markets with intermediate entry costs, the risk of competition and consumer harm is significant. Policy intervention is needed to foster competition. The effectiveness of an information-sharing policy depends on whether the incumbent anticipates it. Mandatory information sharing can only promote entry in markets with intermediate to high entry costs if the incumbent does not foresee its imposition. If the incumbent foresees this policy, it will strategically reduce its data acquisition to deter entry, by serving fewer consumers in the early period. This will cause significant harm to consumers and overall welfare. In markets with sufficiently low intermediate entry costs, information-sharing obligations can effectively foster competition and benefit consumers, regardless of the incumbent's anticipation. A ban on price personalization practices could be a better policy option to promote competition, especially in markets with high entry costs or where mandatory information sharing is not effective due to the incumbent strategic behavior.</p></div>","PeriodicalId":47029,"journal":{"name":"Information Economics and Policy","volume":"64 ","pages":"Article 101046"},"PeriodicalIF":2.8,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41532985","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-09-01DOI: 10.1016/j.infoecopol.2023.101047
Christian Siemering
The paper investigates welfare effects of targeted advertising in a duopoly. To this end, a game-theoretical model is proposed in which firms can make costly investments in their targeting technology. It can be shown that ex ante identical firms use different technologies in every pure-strategy equilibrium of the technology game. If firms target the same group of consumers, the low-technology firm could increase overall welfare by using a better technology. However, this leads to lower industry profits due to tougher competition among firms.
{"title":"A model of endogenous targeting in duopoly","authors":"Christian Siemering","doi":"10.1016/j.infoecopol.2023.101047","DOIUrl":"10.1016/j.infoecopol.2023.101047","url":null,"abstract":"<div><p><span>The paper investigates welfare effects of targeted advertising in a duopoly. To this end, a game-theoretical model is proposed in which firms can make costly investments in their targeting technology. It can be shown that ex ante identical firms use different technologies in every pure-strategy equilibrium of the technology game. If firms target the same group of consumers, the low-technology firm could increase overall welfare by using a better technology. However, this leads to lower </span>industry profits due to tougher competition among firms.</p></div>","PeriodicalId":47029,"journal":{"name":"Information Economics and Policy","volume":"64 ","pages":"Article 101047"},"PeriodicalIF":2.8,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41835227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-09-01DOI: 10.1016/j.infoecopol.2023.101048
Agustin J. Ros
We utilize stated preference data from discrete choice exercises administered to 15,000 households and individuals in Mexico and estimate logit and conditional logit models to identify determinants of fixed and mobile broadband demand. We find that the service attribute most consistently important for broadband demand, apart from price, was service reliability and find that urban customers are willing to pay more for reliable fixed broadband service, but rural customers are willing to pay more for reliable mobile broadband service. We find evidence that rural customers are more price sensitive compared to urban customers for mobile broadband but not for fixed broadband. We find evidence that fixed and mobile broadband services are complements and that speaking an indigenous language results in a higher likelihood of subscription for both fixed and mobile broadband as does greater daily internet usage. We do not find evidence that equipment subsidies are associated with greater likelihood of subscription.
{"title":"Determinants of fixed and mobile broadband demand in Mexico using discrete choice exercises and logit and conditional logit models","authors":"Agustin J. Ros","doi":"10.1016/j.infoecopol.2023.101048","DOIUrl":"10.1016/j.infoecopol.2023.101048","url":null,"abstract":"<div><p>We utilize stated preference data from discrete choice exercises administered to 15,000 households and individuals in Mexico and estimate logit and conditional logit models to identify determinants of fixed and mobile broadband demand. We find that the service attribute most consistently important for broadband demand, apart from price, was service reliability and find that urban customers are willing to pay more for reliable fixed broadband service, but rural customers are willing to pay more for reliable mobile broadband service. We find evidence that rural customers are more price sensitive compared to urban customers for mobile broadband but not for fixed broadband. We find evidence that fixed and mobile broadband services are complements and that speaking an indigenous language results in a higher likelihood of subscription for both fixed and mobile broadband as does greater daily internet usage. We do not find evidence that equipment subsidies are associated with greater likelihood of subscription.</p></div>","PeriodicalId":47029,"journal":{"name":"Information Economics and Policy","volume":"64 ","pages":"Article 101048"},"PeriodicalIF":2.8,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43667759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-01DOI: 10.1016/j.infoecopol.2023.101031
Emanuele Giovannetti , Paolo Siciliani
Digital platform markets perform a myriad of daily transactions, providing internet-mediated exchange possibilities: between consumers, for peer-to-peer exchanges; between businesses, for digital value chains; and between businesses and consumers, in digital marketplaces. It is essential for competition that new entrants are able to join platform markets. However, these markets are often characterised by proprietary innovations, especially in data analytics applied to existing user data. The algorithmic analysis of user data and information might increase incumbency advantages, creating lock-in effects among users and making them more reluctant to join an entrant platform. The individual costs of these lock-in effects may differ between the sides of a platform, e.g., between sellers and buyers, and across users within each side, e.g., between sellers with different costs and/or propensities to join an entrant platform. Moreover, these costs will interact with cross-group network effects, another well-studied source of incumbency advantage. This paper develops a model exploring how different levels of lock-in effects may favour an incumbent platform. The conditions for platforms’ coexistence, to avoid market tipping, require lock-in effects to be "stronger" than cross-group effects. However, this condition also provides a market advantage to the incumbent platform compared to the entrant's. Therefore, policies aimed at reducing lock-in effects, such as mandating data portability, may counterintuitively impair entry conditions as the incumbent sets its prices more aggressively with lower lock-in effects.
{"title":"Platform Competition and Incumbency Advantage under Heterogeneous Lock-in effects","authors":"Emanuele Giovannetti , Paolo Siciliani","doi":"10.1016/j.infoecopol.2023.101031","DOIUrl":"10.1016/j.infoecopol.2023.101031","url":null,"abstract":"<div><p>Digital platform markets perform a myriad of daily transactions, providing internet-mediated exchange possibilities: between consumers, for peer-to-peer exchanges; between businesses, for digital value chains; and between businesses and consumers, in digital marketplaces. It is essential for competition that new entrants are able to join platform markets. However, these markets are often characterised by proprietary innovations, especially in data analytics applied to existing user data. The algorithmic analysis of user data and information might increase incumbency advantages, creating lock-in effects among users and making them more reluctant to join an entrant platform. The individual costs of these lock-in effects may differ between the sides of a platform, e.g., between sellers and buyers, and across users within each side, e.g., between sellers with different costs and/or propensities to join an entrant platform. Moreover, these costs will interact with cross-group network effects, another well-studied source of incumbency advantage. This paper develops a model exploring how different levels of lock-in effects may favour an incumbent platform. The conditions for platforms’ coexistence, to avoid market tipping, require lock-in effects to be \"stronger\" than cross-group effects. However, this condition also provides a market advantage to the incumbent platform compared to the entrant's. Therefore, policies aimed at reducing lock-in effects, such as mandating data portability, may counterintuitively impair entry conditions as the incumbent sets its prices more aggressively with lower lock-in effects.</p></div>","PeriodicalId":47029,"journal":{"name":"Information Economics and Policy","volume":"63 ","pages":"Article 101031"},"PeriodicalIF":2.8,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41705454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-01DOI: 10.1016/j.infoecopol.2023.101030
Alberto Posso , Quanda Zhang
The economics literature views R&D as an important conduit for growth because it generates new ideas that can be translated into technological innovations. Some of this R&D occurs in universities, making academic freedom an important part of this process. This literature ignores the potential role that academic research in the social sciences plays toward achieving non-commercial societal outcomes. We bridge this gap by proposing that academia generates social R&D. We posit that greater degrees of academic freedom allow for social R&D to flourish and be transformed into policies that improve societal conditions. We test our hypothesis by studying the relationship between academic freedom and inequality using panel data of 132 countries over the 1967–2018 period. We measure academic freedom using an index developed by the V-Dem Institute. Our econometric analysis suggests that an increase in the index is associated with a decrease in inequality. We employ instrumental variable and interactive fixed effects techniques to try to lend support to the causal relationship between academic freedom and inequality. We argue that this negative relationship can be explained by academia, predominantly the social sciences, exerting pressure on governments to enact policies that redistribute wealth. We find evidence in support of this mechanism using data from other sources.
{"title":"Social R&D: Does academic freedom contribute to improved societal outcomes?","authors":"Alberto Posso , Quanda Zhang","doi":"10.1016/j.infoecopol.2023.101030","DOIUrl":"10.1016/j.infoecopol.2023.101030","url":null,"abstract":"<div><p>The economics literature views R&D as an important conduit for growth because it generates new ideas that can be translated into technological innovations. Some of this R&D occurs in universities, making academic freedom an important part of this process. This literature ignores the potential role that academic research in the social sciences plays toward achieving non-commercial societal outcomes. We bridge this gap by proposing that academia generates social R&D. We posit that greater degrees of academic freedom allow for social R&D to flourish and be transformed into policies that improve societal conditions. We test our hypothesis by studying the relationship between academic freedom and inequality using panel data of 132 countries over the 1967–2018 period. We measure academic freedom using an index developed by the V-Dem Institute. Our econometric analysis suggests that an increase in the index is associated with a decrease in inequality. We employ instrumental variable and interactive fixed effects techniques to try to lend support to the causal relationship between academic freedom and inequality. We argue that this negative relationship can be explained by academia, predominantly the social sciences, exerting pressure on governments to enact policies that redistribute wealth. We find evidence in support of this mechanism using data from other sources.</p></div>","PeriodicalId":47029,"journal":{"name":"Information Economics and Policy","volume":"63 ","pages":"Article 101030"},"PeriodicalIF":2.8,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42313216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-01DOI: 10.1016/j.infoecopol.2023.101018
Joan Calzada , Begoña García-Mariñoso , David Suárez
This paper analyzes how customers’ heterogeneous search and switching habits affect the prices paid for telecommunication services in a context in which operators use price discrimination strategies to retain their customers and attract those of their rivals. Drawing on a representative sample of Spanish households (N=3,113), we show that engaged consumers pay 9.4% less than completely unengaged consumers for their telecommunication services, after controlling for the characteristics of the bundle of services contracted. We also find that highly engaged consumers (i.e. those that have called their operator to obtain a better deal and who have switched to a different operator at least once) pay 13.6% less for their services than unengaged consumers, that consumers who have switched operator at least once pay 8.4% less, and that consumers who call their operator to request better conditions for their contracts pay 5.8% less. Finally, we show that the excess price paid by unengaged consumers increases as they contract more sophisticated services, such as premium television content and additional mobile lines.
{"title":"Do telecommunications prices depend on consumer engagement?","authors":"Joan Calzada , Begoña García-Mariñoso , David Suárez","doi":"10.1016/j.infoecopol.2023.101018","DOIUrl":"10.1016/j.infoecopol.2023.101018","url":null,"abstract":"<div><p>This paper analyzes how customers’ heterogeneous search and switching habits affect the prices paid for telecommunication services in a context in which operators use price discrimination strategies to retain their customers and attract those of their rivals. Drawing on a representative sample of Spanish households (N=3,113), we show that engaged consumers pay 9.4% less than completely unengaged consumers for their telecommunication services, after controlling for the characteristics of the bundle of services contracted. We also find that highly engaged consumers (i.e. those that have called their operator to obtain a better deal and who have switched to a different operator at least once) pay 13.6% less for their services than unengaged consumers, that consumers who have switched operator at least once pay 8.4% less, and that consumers who call their operator to request better conditions for their contracts pay 5.8% less. Finally, we show that the excess price paid by unengaged consumers increases as they contract more sophisticated services, such as premium television content and additional mobile lines.</p></div>","PeriodicalId":47029,"journal":{"name":"Information Economics and Policy","volume":"62 ","pages":"Article 101018"},"PeriodicalIF":2.8,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49189296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-01DOI: 10.1016/j.infoecopol.2023.101016
Raúl Katz , Juan Jung
In this article we study the impact of taxation in the performance of the telecommunications sector. To do so, we develop a model that considers the taxes and fees imposed directly or indirectly along the telecommunications value chain. Overall, we find strong evidence of a negative impact on investment from an increase in regulatory fees, profit taxes, and excise taxes. In addition, telecommunication service prices are affected by the fiscal regime, both directly -through taxation over services- and indirectly, through obligations imposed on operators that can ultimately have an impact on service prices. We also find some evidence of the effect of custom duties for equipment and smartphones on the decrease of investment on broadband network deployment and service adoption, respectively. On this basis, we simulate a fiscal-reform scenario, consisting in removing sector-specific contributions to eliminate inter-sectoral asymmetries, with results suggesting significant gains in investment, coverage, and adoption. Considering these findings, and the potential socioeconomic gains from increasing broadband adoption, we believe that governments pursuing the development of digital agendas should consider potential fiscal reforms to accelerate the development of the digital economy. That being said, considering the potential loses in tax collection, a careful trade-off analysis should be performed before determining the nature and the scope of the fiscal reforms to be introduced.
{"title":"The impact of taxation in the telecommunications industry","authors":"Raúl Katz , Juan Jung","doi":"10.1016/j.infoecopol.2023.101016","DOIUrl":"https://doi.org/10.1016/j.infoecopol.2023.101016","url":null,"abstract":"<div><p>In this article we study the impact of taxation in the performance of the telecommunications sector. To do so, we develop a model that considers the taxes and fees imposed directly or indirectly along the telecommunications value chain. Overall, we find strong evidence of a negative impact on investment from an increase in regulatory fees, profit taxes, and excise taxes. In addition, telecommunication service prices are affected by the fiscal regime, both directly -through taxation over services- and indirectly, through obligations imposed on operators that can ultimately have an impact on service prices. We also find some evidence of the effect of custom duties for equipment and smartphones on the decrease of investment on broadband network deployment and service adoption, respectively. On this basis, we simulate a fiscal-reform scenario, consisting in removing sector-specific contributions to eliminate inter-sectoral asymmetries, with results suggesting significant gains in investment, coverage, and adoption. Considering these findings, and the potential socioeconomic gains from increasing broadband adoption, we believe that governments pursuing the development of digital agendas should consider potential fiscal reforms to accelerate the development of the digital economy. That being said, considering the potential loses in tax collection, a careful trade-off analysis should be performed before determining the nature and the scope of the fiscal reforms to be introduced.</p></div>","PeriodicalId":47029,"journal":{"name":"Information Economics and Policy","volume":"62 ","pages":"Article 101016"},"PeriodicalIF":2.8,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49767449","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-01DOI: 10.1016/j.infoecopol.2023.101019
Jeong-Yoo Kim
Gautier and Somogyi (2020) showed that the monopolistic Internet service provider (ISP) can extract more surplus from consumers by giving priority to the weaker content to restore symmetry between content providers (CPs). In this study, we reexamine the issue and argue that their result depends critically on the shape of the delay cost function. We first show that under a linear delay cost, if the delay cost of contents from each CP increases with its own traffic amount, the opposite is true, that is, the ISP prefers to give priority to a strong CP, whereas it prefers to give priority to a weak CP if the delay cost of contents from an unprioritized CP decreases with its traffic amount. We confirm our insight in two specific models; the M/M/1 queuing model and the bandwidth subdivision model. We also discuss some implications of the ISP’s prioritization choice for social welfare.
{"title":"Prioritization between asymmetric content providers","authors":"Jeong-Yoo Kim","doi":"10.1016/j.infoecopol.2023.101019","DOIUrl":"10.1016/j.infoecopol.2023.101019","url":null,"abstract":"<div><p>Gautier and Somogyi (2020) showed that the monopolistic Internet service provider (ISP) can extract more surplus from consumers by giving priority to the weaker content to restore symmetry between content providers (CPs). In this study, we reexamine the issue and argue that their result depends critically on the shape of the delay cost function. We first show that under a linear delay cost, if the delay cost of contents from each CP increases with its own traffic amount, the opposite is true, that is, the ISP prefers to give priority to a strong CP, whereas it prefers to give priority to a weak CP if the delay cost of contents from an unprioritized CP decreases with its traffic amount. We confirm our insight in two specific models; the M/M/1 queuing model and the bandwidth subdivision model. We also discuss some implications of the ISP’s prioritization choice for social welfare.</p></div>","PeriodicalId":47029,"journal":{"name":"Information Economics and Policy","volume":"62 ","pages":"Article 101019"},"PeriodicalIF":2.8,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43237598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-03-01DOI: 10.1016/j.infoecopol.2023.101017
Eleanor Jawon Choi
This study examines the effect of internet job search (IJS) on job-finding rates among unemployed job seekers during the rapid expansion of the internet from the mid-1990s to the early 2010s. To address endogenous selection into IJS, I use an instrumental variables (IV) strategy exploiting the rise of IJS within occupations over time, which varied across occupations depending on pre-internet exposure to computers at work. The analysis sample includes unemployed workers from the December 1998, August 2000, September 2001, October 2003, and July 2011 Current Population Survey (CPS) Computer and Internet Use Supplements and the September 1992 Basic Monthly CPS, longitudinally matched with their employment outcomes from the subsequent monthly CPS files. The IV estimates indicate that IJS increased the 15-month job-finding rate by 12.9 percentage points (25.1% relative to the mean). Results from placebo exercises and various specification checks support a causal interpretation of the estimated effects. Additionally, the effectiveness of IJS remained stable over time throughout the analysis period.
{"title":"Does the internet help the unemployed find jobs?","authors":"Eleanor Jawon Choi","doi":"10.1016/j.infoecopol.2023.101017","DOIUrl":"https://doi.org/10.1016/j.infoecopol.2023.101017","url":null,"abstract":"<div><p>This study examines the effect of internet job search (IJS) on job-finding rates among unemployed job seekers during the rapid expansion of the internet from the mid-1990s to the early 2010s. To address endogenous selection into IJS, I use an instrumental variables (IV) strategy exploiting the rise of IJS within occupations over time, which varied across occupations depending on pre-internet exposure to computers at work. The analysis sample includes unemployed workers from the December 1998, August 2000, September 2001, October 2003, and July 2011 Current Population Survey (CPS) Computer and Internet Use Supplements and the September 1992 Basic Monthly CPS, longitudinally matched with their employment outcomes from the subsequent monthly CPS files. The IV estimates indicate that IJS increased the 15-month job-finding rate by 12.9 percentage points (25.1% relative to the mean). Results from placebo exercises and various specification checks support a causal interpretation of the estimated effects. Additionally, the effectiveness of IJS remained stable over time throughout the analysis period.</p></div>","PeriodicalId":47029,"journal":{"name":"Information Economics and Policy","volume":"62 ","pages":"Article 101017"},"PeriodicalIF":2.8,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49752652","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}