Research on public emotional polarization and public opinion evolution of OTC and learning during the COVID-19 epidemic: taking the topic of OTC on Zhihu as an example

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Xin Feng ◽  
Xu Wang ◽  
Yue Zhang
Keyword(s):  
Time Series ◽  
Public Opinion ◽  
Topic Model ◽  
Development Trend ◽  
Intrinsic Structure ◽  
Content Type ◽  
Learning And Teaching ◽  
The Public ◽  
The Government ◽  
Emotional Value

PurposeThe outbreak and continuation of COVID-19 have spawned the transformation of traditional teaching models to a certain extent. The Chinese Ministry of Education’s guidance on “keep learning and teaching during class suspension” has made OTC and learning (OTC) become routinized, and the public’s emotional attitudes toward OTC have also evolved over time. The purpose of this study is to segment the emotional text data and introduce it into the topic model to reveal the evolution process and stage characteristics of public emotional polarity and public opinion of OTC topics during public health emergencies in the context of social media participation. The research has important guiding significance for the development of OTC and can influence and improve the efficiency and effect of OTC to a certain extent. The analysis of online public opinion can provide suggestions for the government and media to guide the trend of public opinion and optimize the OTC model.Design/methodology/approachThis paper takes the topic of “OTC” on Zhihu during the COVID-19 epidemic as an example, combined with the characteristics of public opinion changes, chooses Boson emotional dictionary and time series analysis method to build an OTC network public opinion theme evolution analysis framework that integrates emotional analysis and topic mining. Finally, an empirical analysis of the dynamic evolution of the communication network for each stage of the life cycle of a specific topic is realized.FindingsThis paper draws the following conclusions: (1) Through the emotional value table and the change trend chart of the number of comments, the analysis found that the number of positive comments is greater than the number of negative comments, which can be inferred that the public gradually accepts “OTC” and presents a positive emotional state. (2) By observing the changing trend of the average daily emotional value of the public, it is found that the overall emotional value shows a stable development trend after a large fluctuation. From the actual emotional value and the fitted emotional value curve, it can be seen that the overall curve fit is good, so ARIMA (12, 1, 6) can accurately predict the dynamic trend of the daily average emotional value in this paper. Therefore, based on the above-mentioned public opinion, emotional analysis research, relevant countermeasures and suggestions are put forward, which is conducive to guiding the development direction of public opinion in a positive way.Originality/valueTaking the topic of “OTC” in Zhihu as an example, this paper combines Boson emotional dictionary and time series to conduct a series of research analyses. Boson emotional dictionary can analyze the public’s emotional tendency, and time series can well analyze the intrinsic structure and complex features of the data to predict the future values. The combination of the two research methods allows for an adequate and unique study of public emotional polarization and the evolution of public opinion.

Mexico insecurity to weigh on AMLO approval

2020 ◽  
Keyword(s):  
Public Opinion ◽  
The Elderly ◽  
Vulnerable Groups ◽  
Content Type ◽  
The Public ◽  
Approval Ratings ◽  
Public Opinion Surveys ◽  
Electoral Campaign ◽  
Presidential Popularity ◽  
The Government

Subject Presidential popularity. Significance Several public opinion surveys published this month show President Andres Manuel Lopez Obrador (AMLO)’s approval ratings to have fallen to their lowest levels since he took office in 2018. The polls suggest public disapproval has doubled or even tripled in some cases, particularly among Mexico’s most educated. While interviewees across the board acknowledge that the government has done much to ease poverty and support vulnerable groups such as the elderly, the polls also show respondents to be critical of its handling of issues that were at the centre of AMLO’s electoral campaign, such as corruption and security. Impacts AMLO’s relaxed attitude towards COVID-19 will play increasingly badly with the public and potentially with members of his own government. Declining support will not necessarily see AMLO ousted in the 2022 recall referendum -- he is still more trusted than other politicians. The falling popularity of Morena will not necessarily boost support for other parties, whose shares of voting intentions remain low.

A benchmarking study of Indian seaports

2019 ◽  
Vol 13 (1) ◽  
pp. 88-102
Author(s):  
Sajeev Abraham George ◽  
Anurag C. Tumma
Keyword(s):  
Financial Performance ◽  
Future Research ◽  
Data Envelopment ◽  
Operational Parameters ◽  
Two Stage ◽  
Content Type ◽  
The Public ◽  
Port Authorities ◽  
Financial Performance Measures ◽  
The Government

Purpose The purpose of this paper is to benchmark the operational and financial performances of the major Indian seaports to help derive useful insights to improve their performance. Design/methodology/approach A two-stage data envelopment analysis (DEA) methodology has been used with the help of data collected on the 13 major seaports of India. The first stage of the DEA captured the operational efficiencies, while the second stage the financial performance. Findings A window analysis over a period of three years revealed that no port was able to score an overall average efficiency of 100 per cent. The study identified the better performing units among their peers in both the stages. The contrasting results of the study with the traditional operational and financial performance measures used by the ports helped to derive useful insights. Research limitations/implications The data used in the study were majorly limited to the available sources in the public domain. Also, the study was limited to the major seaports which are under the Government of India and no comparisons were carried out with other local or international ports. Practical implications There is a need to prioritize investments and improvement efforts where they are most needed, instead of following a generalized approach. Once the benchmark ports are identified, the port authorities and other relevant stakeholders should work in detail on the factors causing inefficiencies, for possible improvements in performance. Originality/value This paper carried out a two-stage DEA that helped to derive useful insights on operational efficiency and financial performance of the India seaports. A combination of the financial and operational parameters, along with a comparison of the DEA results with the traditional measures, provided a different perspective on the Indian seaport performance. Considering the scarcity of research papers reported in the literature on DEA-based benchmarking studies of seaports in the Indian context, it has the potential to attract future research in this field.

The 2016 Police and Crime Commissioner elections

2017 ◽  
Vol 16 (2) ◽  
pp. 41-54 ◽  
Author(s):  
Peter Joyce
Keyword(s):  
Public Awareness ◽  
Primary Source ◽  
Source Material ◽  
Content Type ◽  
The Public ◽  
The Social ◽  
Key Issues ◽  
The Subject ◽  
The Government

Purpose The purpose of this paper is to analyse the 2016 elections for Police and Crime Commissioners (PCCs) and to compare them with those that took place in 2012. It seeks to evaluate the background of the candidates who stood for office in 2016, the policies that they put forward, the results of the contests and the implications of the 2016 experience for future PCC elections. Design/methodology/approach This paper is based around several key themes – the profile of candidates who stood for election, preparations conducted prior to the contests taking place, the election campaign and issues raised during the contests, the results and the profile of elected candidates. The paper is based upon documentary research, making particular use of primary source material. Findings The research establishes that affiliation to a political party became the main route for successful candidates in 2016 and that local issues related to low-level criminality will dominate the future policing agenda. It establishes that although turnout was higher than in 2012, it remains low and that further consideration needs to be devoted to initiatives to address this for future PCC election contests. Research limitations/implications The research focusses on the 2016 elections and identifies a number of key issues that emerged during the campaign affecting the conduct of the contests which have a bearing on future PCC elections. It treats these elections as a bespoke topic and does not seek to place them within the broader context of the development of the office of PCC. Practical implications The research suggests that in order to boost voter participation in future PCC election contests, PCCs need to consider further means to advertise the importance of the role they perform and that the government should play a larger financial role in funding publicity for these elections and consider changing the method of election. Social implications The rationale for introducing PCCs was to empower the public in each police force area. However, issues that include the enhanced importance of political affiliation as a criteria for election in 2016 and the social unrepresentative nature of those who stood for election and those who secured election to this office in these contests coupled with shortcomings related to public awareness of both the role of PCCs and the timing of election contests threaten to undermine this objective. Originality/value The extensive use of primary source material ensures that the subject matter is original and its interpretation is informed by an academic perspective.

Public service motivation and organizational performance in Chinese provincial governments

2016 ◽  
Vol 10 (4) ◽  
pp. 770-786 ◽  
Author(s):  
Chunkui Zhu ◽  
Chen Wu
Keyword(s):  
Organizational Performance ◽  
Public Service ◽  
Public Service Motivation ◽  
Provincial Government ◽  
Civil Servants ◽  
Hunan Province ◽  
Government Employees ◽  
Content Type ◽  
The Public ◽  
The Government

Purpose This paper aims to examine different hypotheses concerning the effects of public service motivation (PSM) and other attitudinal or institutional dimensions on organizational performance (OP). Specifically, based on the experience of Chinese provincial governments, this study provides new evidence about how PSM may affect OP. Design/methodology/approach This study collected data from a survey of different provincial government departments in Sichuan Province, Hubei Province, Hunan Province and Chongqing Municipality in 2011. Using data from 761 respondents, Pearson correlation analysis and regression analysis were used to explore the relationships between related factors. Findings PSM, job satisfaction, affective commitment and job involvement have statistically significant effects on OP, and these results are consistent with the findings of previous researches that PSM positively affected OP at a significant level. The results suggest that, if civil servants have a strong PSM, the performance of their organizations will be high. Research limitations/implications Future research should look for additional factors that affect OP, comparing employees’ perceptions of an organization’s performance with objective data to determine whether, and to what degree, subjective measures of performance are valid measures of OP in the public sector. Practical implications In the process of improving government performance, it is significant to give attention to the government employees’ mentality. The government training and promotion system should encourage civil servants to care about the public interest. A more flattened organization should be considered as part of the next steps in government reform, and more opportunities should be provided to involve more government employees in policy making. Originality/value This study helps to clarify the effects of individual factors of PSM on OP in China in a tightly controlled bureaucratic environment, where related data are hardly accessible.

Demographic changes and savings behavior: the experience of a developing country

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Ebrahim Rezaei
Keyword(s):  
Time Series ◽  
Demographic Data ◽  
Calculated Data ◽  
The Other ◽  
Demographic Changes ◽  
Savings Behavior ◽  
Content Type ◽  
Household Level ◽  
Savings Rate ◽  
The Government

PurposeThis paper aims to disclose the savings behavior of Iran's economy in the context of demographic transition.Design/methodology/approachEmploying a version of Ramsey-Cass-Koopmans growth model, this paper benefits from a broad range of data and variables which are mainly taken from the Central Bank of Iran's database. The study uses actual and calculated data to produce analogous simulated data. The data cover the 1970–2015 period. This long period provides an opportunity to simulate more valid time series. It is worth noting that due to the severe economic sanctions imposed on the Iran's economy, particularly after 2017, some most recent data have been obliterated from the sample.FindingsThe results, stemming from the simulated model, hint that; firstly, the population variable is a notable determinant of the savings rate. Secondly, the effects of a slump in the population growth rate would attenuate the savings level significantly. Thirdly, other pragmatic steps could be taken to redress the fallout of the demographic changes.Research limitations/implicationsThere are some limitations in providing broad data related to economic sectors in Iran. The savings data, for instance, are available as an aggregated time series, and if the authors had wide data of household level, they would have been able to build more detail-based model. Similar to this issue of lack of households’ income-based data, some measures such as high or low levels as well as detailed demographic data could be helpful in sophisticated household level resulting. In addition, the complex relationship between the government and social security (pension) funds, in terms of financing part of government's budget deficit by these funds, thwarts a typical researcher in using comprehensive and transparent government expenditure data in their research. In other words, the possible positive or negative role of the funds, as a related issue to the demographic changes, cannot simply be determined in the model. It might be possible after necessary corrections are carried out in the mentioned relations.Originality/valueIn fact, the problem statement in this paper is to discern how the population aging can impact the saving rates on the one hand, and to what extent its repercussion can be modified by the other theoretical-based determinants on the other. In fact, the underlying argument of the present research arises from the stylized facts concerning prognosticates of the future evolutions of the world's population. To that end, the study will use Iran's economic and demographic data.

scholarly journals E-LEARNING ACCESSIBILITY IN STATE-OWNED SCHOOLS IN NORTH BALI

2019 ◽  
Vol 26 (1) ◽  
pp. 8
Author(s):  
Wicaksana Gede Dharma Arya ◽  
Dewi Ni Putu Febriana
Keyword(s):  
Qualitative Research ◽  
Public Opinion ◽  
Snowball Sampling ◽  
The Real ◽  
The Public ◽  
Interview Guide ◽  
E Learning ◽  
The Government ◽  
Descriptive Qualitative

This study aimed at investigating the implementation of e-learning in one of government non-favourite schools in Singaraja. This study was the result of the real implementationof e-learning in Bali in which the government expected e-learning to be applicable in every school in Bali since the launching of Balinese version of E-learning 2017. This research was a descriptive qualitative research. This study used snowball sampling in which the public opinion was counted. The data were collected by using observation and interview guide. The result of the study showed that the implementation of e-learning was not running well and became a serious problem. Some sollutions were offered in this study.

scholarly journals Public Opinion and Public Policy in Advanced Democracies

2011 ◽  
Author(s):  
Christopher Wlezien
Keyword(s):  
Public Policy ◽  
Public Opinion ◽  
Voting Behavior ◽  
Descriptive Representation ◽  
Political Systems ◽  
Roll Call ◽  
Political Actors ◽  
The Public ◽  
Self Interest ◽  
The Government

The representation of public opinion in public policy is of obvious importance in representative democracies. While public opinion is important in all political systems, it is especially true where voters elect politicians; after all, opinion representation is a primary justification for representative democracy. Not surprisingly, a lot of research addresses the connection between the public and the government. Much of the work considers “descriptive representation”—whether the partisan and demographic characteristics of elected politicians match the characteristics of the electorate itself. This descriptive representation is important but may not produce actual “substantive representation” of preferences in policy. Other work examines the positions of policymakers. Some of this research assesses the roll call voting behavior of politicians and institutions. The expressed positions and voting behavior of political actors do relate to policy but are not the same things. Fortunately, a good amount of research analyzes policy. With but a handful of exceptions noted below, this research focuses on expressed preferences of the public, not their “interests.” That is, virtually all scholars let people be the judges of their own interests, and they assess the representation of expressed opinion no matter how contrary to self-interest it may seem.

Fraud prevention initiatives in the Nigerian public sector

2018 ◽  
Vol 25 (2) ◽  
pp. 527-544 ◽  
Author(s):  
Rabiu Abdullahi ◽  
Noorhayati Mansor
Keyword(s):  
Public Sector ◽  
Structural Equation ◽  
Equation Modeling ◽  
Control Mechanisms ◽  
Fraud Triangle ◽  
Fraud Prevention ◽  
Content Type ◽  
The Public ◽  
The Government ◽  
Triangle Theory

Purpose Detecting and preventing fraud are challenging and risky tasks, especially in a fast developing economy such as Nigeria. The efforts become crucial in the government sectors, as they involve public’s trust and resources. The purpose of this study is to examine the relationships between the fraud incidence and the elements of fraud triangle theory (FTT) with the aim of combating current fraud outrages in the Nigerian public sector. Design/methodology/approach A survey was conducted and 302 questionnaires were distributed to the staff of the departments of accounting, internal auditing and investigation of ten selected ministries, departments and agencies of Kano State, Nigeria. Structural equation modeling (SEM) was used to analyze the data. Findings The study reveals a significant relationship between three elements of FTT and fraud incidences in the Nigerian public sectors (p-value < 0.001 for pressure and opportunity and p-value = 0.024 for rationalization). Practical implications The findings of the study are useful for forensic accountants and the Nigerian anti-graft bodies to enhance existing control mechanisms in fraud prevention initiatives. The research also contributes to bridge the gap in academic theory and empirical study related to FTT. Social implications Fraud scandals can cause public’s frustration, damage the reputation and integrity of the ruling government and result in negative image of the public sector. Originality/value Accordingly, the study suggests a salary scale reform (SSR) in the Nigerian public sector and improvement in fringe benefits to increase employees’ standard of living. The study concludes with recommendations to enhance fraud awareness and training programs to the government employees.

Accounting for gaming in the time of plague: COVID-19 in Macau

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Carlos Noronha ◽  
Jieqi Guan ◽  
Sandy Hou In Sio
Keyword(s):  
Critical Event ◽  
Gaming Industry ◽  
Content Type ◽  
The Public ◽  
The Social ◽  
Social Account ◽  
The Government ◽  
The Impact ◽  
Practical Implications

Purpose While the COVID-19 virus has been spreading worldwide, some studies have related the pandemic with various aspects of accounting and therefore emphasized the importance of accounting research in understanding the impact of COVID-19 on society as a whole. Recent studies have looked into such an impact on various industries such as retail and agriculture. The current study aims at applying a sociological framework, sociology of worth (SOW), to the gaming industry in Macau, the largest operator of state-allowed gambling and entertainment in China, which will allow for its development during the COVID-19 pandemic to be charted. Design/methodology/approach The study uses the theory of SOW as a framework and collects data from various sources, such as the government, gaming operators and the public, to create timelines and SOW frameworks to analyze the impact of the virus on the gaming industry and the society as a whole. Findings Detailed content analysis and the creation of different SOW matrices determined that the notion of a “lonely economy” during a time of a critical event may be ameliorated in the long term through compromises of the different worlds and actors of the SOW. Practical implications Though largely theory-based, this study offers a thorough account of the COVID-19 incident for both the government and the gaming industry to reflect on and to consider new ways to fight against degrowth caused by disasters or crises. Social implications The SOW framework divides society into different worlds of different worths. The current study shows how the worths of the different worlds are congruent during normal periods, and how cracks appear between them when a sudden crisis, such as COVID-19, occurs. The article serves as a social account of how these cracks are formed and how could they be resolved through compromise and reconstruction. Originality/value This study is a first attempt to apply SOW to a controversial industry (gaming) while the effects of the COVID-19 pandemic are ongoing. It offers a significant contribution to the social accounting literature through its consideration of the combination of unprecedented factors in a well-timed study that pays close attention to analyses and theoretical elaboration.

Public health challenges during the COVID-19 outbreak in Nepal: a commentary

2020 ◽  
Vol 34 (4) ◽  
pp. 373-376 ◽  
Author(s):  
Sharmistha Sharma ◽  
Jeevan Bhatta
Keyword(s):  
Public Health ◽  
Design Methodology ◽  
Health Workers ◽  
Health Interventions ◽  
Content Type ◽  
The Public ◽  
Public Health Challenges ◽  
Current Scenario ◽  
Public Health Officials ◽  
The Government

PurposeThe purpose of this paper is to depict the current scenario of coronavirus diseases 2019 (COVID-19) in Nepal, how the government is tackling this pandemic as well as look at the public health challenges that Nepal is facing and might face in the future.Design/methodology/approachThis paper is a viewpoint of COVID-19 activities conducted in Nepal.FindingsNepal is vulnerable to COVID-19, as it shares borders with China and India. Cases have started to be seen in different parts of Nepal. Government of Nepal has started various measures to control the spread of the virus such as deploying health workers, information sharing via different mediums. However, there are still many challenges that the government and public health officials need to be concerned about as well.Originality/valueThis paper provides information about the situation of COVID-19 in Nepal, how the government is handling, and public health challenges that may arise. This paper can be beneficial for further public health interventions.

Sign in / Sign up

Export Citation Format

Share Document