Who gets caught for corruption when corruption is pervasive? Evidence from China’s anti-bribery blacklist

© 2016 Informa UK Limited, trading as Taylor & Francis Group. This article empirically investigates why in a corruption-pervasive country only a minority of the firms get caught for bribery while the majority get away with it. By matching manufacturing firms to a blacklist of bribers in the healthcare sector of a province in China, we show that the government-led blacklisting is selective: while economically more visible firms are slightly more likely to be blacklisted, state-controlled firms are the most protected compared to their private and foreign competitors. Our finding points to the fact that a government can use regulations to impose its preferences when the rule of law is weak and the rule of government is strong

Empirical evidence for impacts of internal migration on vegetation dynamics in China from 1982 to 2000

Migration is one of the major socio-economic characteristics of China since the country adopted the policy of economic reform in late 1970s. Many studies have been dedicated to understand why and how people move, and the consequences of their welfare. The purpose of this study is to investigate the environmental impacts of the large scale movement of population in China. We analyzed the trend in the Normalized Difference Vegetation Index (NDVI) from the Advanced Very High Resolution Radiometer (AVHRR) along with China migration data from the 1 percent national survey during 1982-1987, the 4th national census during 1985-1990 and the 5th national census during1995~2000. We found that the internal migration in China has a statistically significant negative impact on vegetation growth at the provincial scale from 1982 to 2000 even though the overall vegetation abundance increased in China. The impact from migration (R2=0.47, P=0.0001) on vegetation dynamics is the second strongest as among the factors considered, including changes in annual mean air temperature (R2=0.50, P=0.0001) and annual total precipitation (R2=0.30, P=0.0049) and gross domestic production (R2= 0.25, P=0.0102). The negative statistical relationship between the rate of increase in total migration and the change in vegetation abundance is stronger (R2=0.56, P=0.0000) after controlling for the effects of changes in temperature and precipitation. In-migration dominates the impacts of migration on vegetation dynamics. Therefore, it is important for policy makers in China to take the impacts of migration on vegetation growth into account while making policies aiming at sustainable humanenvironment relations

Link Prediction via Matrix Completion

Inspired by practical importance of social networks, economic networks, biological networks and so on, studies on large and complex networks have attracted a surge of attentions in the recent years. Link prediction is a fundamental issue to understand the mechanisms by which new links are added to the networks. We introduce the method of robust principal component analysis (robust PCA) into link prediction, and estimate the missing entries of the adjacency matrix. On one hand, our algorithm is based on the sparsity and low rank property of the matrix, on the other hand, it also performs very well when the network is dense. This is because a relatively dense real network is also sparse in comparison to the complete graph. According to extensive experiments on real networks from disparate fields, when the target network is connected and sufficiently dense, whatever it is weighted or unweighted, our method is demonstrated to be very effective and with prediction accuracy being considerably improved comparing with many state-of-the-art algorithms

Efficacy of imatinib mesylate in combination with radiotherapy in acute leukemia, and the effect on immune function

Purpose: To evaluate the clinical efficacy of imatinib mesylate plus radiotherapy for the treatment of acute leukemia and its effect on immune function.Methods: A retrospective study was conducted on 88 patients with acute leukemia admitted to Zhuji Affiliated Hospital of Shaoxing University between July 2017 and July 2021. They were assigned (randomly, 1:1)  to a control group (radiotherapy) or a study group (imatinib mesylate plus radiotherapy) according to different treatment regimens. Outcome measures assessed included the clinical efficacy of the treatments in the patients and their immune functions.Results: The two groups did not show any significant differences with regard to general patient profiles. After treatment, both groups presented reduced white blood cell (WBC) and platelet count (PLT) and elevated red blood cells count (RBC). The level of hemoglobin (Hb) level showed a slight decline in the control group but a significant increase in the study group (p < 0.05). The study group showed better improvement in the levels of WBC, PLT, RBC, and Hb than the control group (p < 0.05). The absolute values of peripheral blood mature neutrophils decreased in both groups after treatment, down to the lowest level at week 2, but rebounded, with higher absolute values in the study group at weeks 2, 3, and 4 of treatment (p < 0.05). Imatinib mesylate plus radiotherapy was associated with higher efficacy, compared with radiotherapy alone (p < 0.05).Conclusion: Radiotherapy plus imatinib mesylate effectively enhances the immune functions of acute leukemia patients, mitigates inflammatory responses, alleviates clinical symptoms, and boosts clinical efficacy. Further clinical trials are, however, required prior to general application in clinical practice

Long Fading Mid-Infrared Emission in Transient Coronal Line Emitters: Dust Echo of Tidal Disruption Flare

The sporadic accretion following the tidal disruption of a star by a super-massive black hole (TDE) leads to a bright UV and soft X-ray flare in the galactic nucleus. The gas and dust surrounding the black hole responses to such a flare with an echo in emission lines and infrared emission. In this paper, we report the detection of long fading mid-IR emission lasting up to 14 years after the flare in four TDE candidates with transient coronal lines using the WISE public data release. We estimate that the reprocessed mid-IR luminosities are in the range between $4\times 10^{42}$ and $2\times 10^{43}$ erg~s$^{-1}$ and dust temperature in the range of 570-800K when WISE first detected these sources three to five years after the flare. Both luminosity and dust temperature decreases with time. We interpret the mid-IR emission as the infrared echo of the tidal disruption flare. We estimate the UV luminosity at the peak flare to be 1 to 30 times $10^{44}$ erg s$^{-1}$ and for warm dust masses to be in the range of 0.05-1.3 Msun within a few parsecs. Our results suggest that the mid-infrared echo is a general signature of TDE in the gas-rich environment