Chinese Microblogs and Drug Quality∗

نویسنده

  • Bei Qin
چکیده

This paper examines the impact of the introduction of Sina Weibo, the most popular microblog in China, on the quality of drugs on the market. Using a unique data set on drug quality and Sina Weibo use, I explore the staggered diffusion of Sina Weibo across prefectures. I find that the number of bad drugs is decreasing in Sina Weibo use: if the Sina Weibo use is doubled, the number of bad drugs found will be reduced by 21 percent. Consistent with the prediction of a simple moral-hazard model, I show that the reduction of bad drugs is driven by two mechanisms: Sina Weibo induces more effort from the Drug Administration and it deters the production of bad drugs. Finally, I show that the diffusion of Sina Weibo has a higher marginal effect for disadvantaged groups, consistent with microblogging being a cheap, accessible media. The results suggest that microblogs can play an important role in monitoring both the public and the private sectors, especially in a context with media censorship. JEL code: O1 O2 P26 I11

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Opinion Sentence Extraction and Sentiment Analysis for Chinese Microblogs

Sentiment analysis of Chinese microblogs is important for scientific research in public opinion supervision, personalized recommendation and social computing. By studying the evaluation task of NLP&CC’2012, we mainly implement two tasks, namely the extraction of opinion sentence and the determination of sentiment orientation for microblogs. First, we manually label the sample of microblog corpu...

متن کامل

Collective Opinion Target Extraction in Chinese Microblogs

Microblog messages pose severe challenges for current sentiment analysis techniques due to some inherent characteristics such as the length limit and informal writing style. In this paper, we study the problem of extracting opinion targets of Chinese microblog messages. Such fine-grained word-level task has not been well investigated in microblogs yet. We propose an unsupervised label propagati...

متن کامل

The aesthetics of microblogging: How the Chinese state controls Weibo

Microblogs, epitomized by Twitter in the West and Weibo in China, have attracted considerable attention over the past few years. There have been a number of optimistic accounts about their potential to stimulate political activism and social change, juxtaposed with suggestions that their networks are too weak and that they are too easily censored for such change to occur. Yet in this debate, li...

متن کامل

Reserved Self-training: A Semi-supervised Sentiment Classification Method for Chinese Microblogs

The imbalanced sentiment distribution of microblogs induces bad performance of binary classifiers on the minority class. To address this problem, we present a semisupervised method for sentiment classification of Chinese microblogs. This method is similar to self-training, except that, a set of labeled samples is reserved for a confidence scores computing process through which samples that are ...

متن کامل

Is the Excessive Use of Microblogs an Internet Addiction? Developing a Scale for Assessing the Excessive Use of Microblogs in Chinese College Students

More and more college students are using microblogs, with some excessive users demonstrating addiction-like symptoms. However, there is currently no published scale available for use in assessing excessive use of these microblogs, a significant impediment to advancing this area of research. We collected data from 3,047 college students in China and developed a Microblog Excessive Use Scale (MEU...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014