The creation of the climategate hype in blogs and newspapers: mixed methods approach

2015 ◽  
Vol 25 (4) ◽  
pp. 589-609 ◽  
Author(s):  
Iina Hellsten ◽  
Eleftheria Vasileiadou
Keyword(s):  
Time Series ◽  
Mixed Methods ◽  
Moving Average ◽  
Methodological Approach ◽  
East Anglia ◽  
Content Type ◽  
Mixed Methods Approach ◽  
Time Series Modelling ◽  
The Media ◽  
Combination Of Methods

Purpose – Research into the emergence of a hype requires a mixed methods approach that takes into account both the evolution over time and mutual influences across different types of media. The purpose of this paper is to present a methodological approach to detect an emerging hype in online communications. Design/methodology/approach – The paper combines Auto Regressive Integrated Moving Average (ARIMA) time series modelling and semantic co-word networks, and this combination of methods provides a view on the emergence and development of a hype at the level of mutual influences across a heterogeneous set of newspaper and blog data. The subject scope of the paper is the climategate hype. The climategate hype was triggered by the online publication of a set of hacked e-mails belonging to climate researchers at the East Anglia University in November 2009. Findings – The main findings show that the climategate hype was initiated in the blogs, and the newspapers were reacting to the blogs. At the level of semantics, the blogs and the newspapers framed the issue from opposite perspectives. Research limitations/implications – The combination of methods contributes theoretical insights to how blogs interact with more traditional media on hype generation and methodological insights to internet researchers investigating emergent online hypes. The method calls for further validation. Practical implications – Investigating the emergence and evolution of a hype, and the interaction of the two media is relevant for journalists in becoming more reflexive in their practices and the cues from the outside world. Originality/value – The paper is novel in its combination of the two specific methods, ARIMA time series modelling and co-word networks and its attempt to identify the media origins of a hype, and especially the interaction between blogs and newspapers.

Locating periods of institutional change agency: a mixed methods approach

2018 ◽  
Vol 38 (7-8) ◽  
pp. 510-525 ◽  
Author(s):  
Christoph Brodnik ◽  
Rebekah Brown
Keyword(s):  
Mixed Methods ◽  
Institutional Change ◽  
Cognitive Mapping ◽  
Methodological Approach ◽  
Change Agency ◽  
Institutional Entrepreneurship ◽  
Content Type ◽  
Mixed Methods Approach ◽  
Entrepreneurship Theory ◽  
Industry Sectors

Purpose This paper presents a new mixed methods approach which allows researchers to scan industry sectors for institutional change periods and to locate periods of significant institutional change agency. Design/methodology/approach The approach is grounded on the institutional logics perspective and on institutional entrepreneurship theory and combines an automated quantitative content analysis with a cognitive mapping exercise. Findings The paper describes the development of this approach and its application to the urban water management sector of Australia. Three periods of significant institutional change agency are identified, described and discussed. Originality/value The paper puts forward a new methodological approach that enables a robust and objective identification of actor-driven institutional change periods which can be used as a precursor for more targeted qualitative inquiries into institutional change research.

Constructing Pathways to Responsible Manhood

2020 ◽  
Vol 13 (1) ◽  
pp. 64-91
Author(s):  
Mellie Torres ◽  
Alejandro E. Carrión ◽  
Roberto Martínez
Keyword(s):  
Mixed Methods ◽  
Latino Men ◽  
Mixed Methods Approach ◽  
Counter Narratives ◽  
Latino Boys ◽  
The Media ◽  
Stark Contrast

Recent studies have focused on challenging deficit narratives and discourses perpetuating the criminalization of Latino men and boys. But even with this emerging literature, mainstream counter-narratives of young Latino boys and their attitudes towards manhood and masculinity stand in stark contrast to the dangerous and animalistic portrayals of Latino boys and men in the media and society. Utilizing a mixed-methods approach, the authors draw on the notion of counter-storytelling to explore how Latino boys try to reframe masculinity, manhood, and what they label as ‘responsible manhood.’ Counter-storytelling and narratives provide a platform from which to challenge the discourse, narratives, and imaginaries guiding the conceptualization of machismo. In their counter-narratives, Latino boys critiqued how they are raced, gendered, and Othered in derogatory ways.

scholarly journals Time-series modelling and forecasting of hand, foot and mouth disease cases in China from 2008 to 2018

2019 ◽  
Vol 147 ◽  
Author(s):  
C. W. Tian ◽  
H. Wang ◽  
X. M. Luo
Keyword(s):  
Time Series ◽  
Seasonal Variation ◽  
Moving Average ◽  
Foot And Mouth Disease ◽  
Mouth Disease ◽  
Sarima Model ◽  
Autoregressive Integrated Moving Average ◽  
Annual Peak ◽  
Time Series Modelling ◽  
Foot And Mouth

AbstractSeasonal autoregressive-integrated moving average (SARIMA) has been widely used to model and forecast incidence of infectious diseases in time-series analysis. This study aimed to model and forecast monthly cases of hand, foot and mouth disease (HFMD) in China. Monthly incidence HFMD cases in China from May 2008 to August 2018 were analysed with the SARIMA model. A seasonal variation of HFMD incidence was found from May 2008 to August 2018 in China, with a predominant peak from April to July and a trough from January to March. In addition, the annual peak occurred periodically with a large annual peak followed by a relatively small annual peak. A SARIMA model of SARIMA (1, 1, 2) (0, 1, 1)12 was identified, and the mean error rate and determination coefficient were 16.86% and 94.27%, respectively. There was an annual periodicity and seasonal variation of HFMD incidence in China, which could be predicted well by a SARIMA (1, 1, 2) (0, 1, 1)12 model.

Leadership in a time of financial crisis: what do we want from our leaders?

2015 ◽  
Vol 36 (5) ◽  
pp. 612-627 ◽  
Author(s):  
Arlene Haddon ◽  
Catherine Loughlin ◽  
Corinne McNally
Keyword(s):  
Mixed Methods ◽  
Mixed Method ◽  
Sex Role ◽  
Qualitative Interviews ◽  
Crisis Leadership ◽  
Organizational Crisis ◽  
Content Type ◽  
Mixed Methods Approach ◽  
Nuanced Understanding ◽  
Method Approach

Purpose – The purpose of this paper is to gain a nuanced understanding of what employees want from leaders in an organizational crisis context. Design/methodology/approach – The authors use a mixed methods approach to explore employee leadership preferences during organizational crisis and non-crisis times using the Multi Factor Leadership Questionnaire (Avolio and Bass, 2004), and qualitative interviews. The authors also investigate sex roles using the Bem Sex Role Inventory (Bem, 1981). Findings – The mixed method approach reveals some potential limitations in how leadership is typically measured. The qualitative findings highlight employees’ expectations of leaders to take action quickly while simultaneously engaging in continuous communication with employees during crisis. None of the components of transformational leadership encapsulate this notion. Originality/value – The mixed methods approach is novel in the crisis leadership literature. Had the authors relied solely on the quantitative measures, the importance of continuous communication during crisis would not have been apparent. As a result of this approach, the findings suggest that widely used and accepted measures of leadership may not adequately capture leadership in a crisis context. This is timely as it aligns with current literature which questions the way this construct is operationalized (Van Knippenberg and Sitkin, 2013).

scholarly journals The quality of orientation in ODL

2019 ◽  
Vol 14 (1) ◽  
pp. 50-63
Author(s):  
Silvanos Chirume ◽  
Mathias Taririro Dick
Keyword(s):  
Mixed Methods ◽  
Time Management ◽  
Content Type ◽  
Mixed Methods Approach ◽  
First Semester ◽  
Staff Members ◽  
Regional Campus ◽  
Common Policies ◽  
Address System

PurposeThe purpose of this paper is to assess the consistency with which quality is maintained in the orientation process. Orientation is a key university process intended to prepare new students for life in higher education (HE). For open and distance learning (ODL), orientation can be a key process for lessening some of the challenges associated with the separation of the learner and the lecturer. Indeed, for ODL students, orientation can be fraught with a variety of challenges one of which could be quality problems.Design/methodology/approachConvenient sampling was used to obtain a total of 89 students in the first semester and 34 students in the second semester. The respondents came from all the eight districts in the Midlands province of Zimbabwe. They belonged to various degree programmes found in the eight faculties of the institution. Correlation was used to determine quality variations. Using a mixed methods approach, the study sought the views of the students and the relationships between activities done in the two semesters of 2018. SPSS version 16.0 software was used to compute Spearman’s correlations whereas content analysis was used to analyze the open-ended responses to the questa-view. This mixed methods approach helped the researchers to analyze and compare the quality of the orientation sessions.FindingsResults yielded a positive and high significant correlation between first and second semester variables (r=0.916,p=0.000), a finding indicating that staff members in the Midlands Regional Campus of Zimbabwe Open University have not changed their ways of conducting orientation. On a scale of 1 (least effective) to 5 (most effective), the average ratings for the presentations in the first and second semesters were 4.08 and 4.26, respectively. In the qualitative analysis, adequacy of the venue, timing, coverage of aspects and use of media were all rated positively for the two sessions. However, for the two sessions, some students mentioned negative sentiments to do with the provision of needed materials at time of student registration, the public address system, orientation packages, time management and communication.Research limitations/implicationsThis paper looks at the process of orientation as it was done at one regional campus of an ODL institution in Zimbabwe. It also analyses the quality of the orientation using correlation as a lens that measures consistency and also by critically analyzing content in the respondents’ voices. Implications are that the findings and recommendations can also be applied in other ODL (and even non-ODL) institutions with a view of finally coming up with common policies and procedures with regards to providing quality service and support to the twenty-first century student.Practical implicationsFindings were relevant and could be used for designing applicable orientation programmes in ODL institutions and for improving the quality of student support and services.Originality/valueWhile a number of studies have been carried out on orientation in HE, it would appear that research on orientation in ODL institutions, especially in Zimbabwe, appears minimal, hence this study covers an unexplored niche.

Investigating models of adult safeguarding in England – a mixed-methods approach

2014 ◽  
Vol 16 (6) ◽  
pp. 377-388 ◽  
Author(s):  
Caroline Norrie ◽  
Martin Stevens ◽  
Katherine Graham ◽  
Jill Manthorpe ◽  
Jo Moriarty ◽  
...  
Keyword(s):  
Mixed Methods ◽  
Mixed Methods Study ◽  
Mixed Method Research ◽  
Policy Makers ◽  
Content Type ◽  
Mixed Methods Approach ◽  
Quasi Experimental ◽  
The Subject ◽  
Study Sites ◽  
Experimental Study Design

Purpose – The purpose of this paper is to describe the methodology being used in a study exploring the organisation of adult safeguarding. Design/methodology/approach – A mixed-methods study is presented which describes how the research team is seeking to identify models of adult safeguarding and then compare them using a quasi-experimental study design. Findings – Close examination of this study's methodology highlights the potential value of mixed-method research approaches. Research limitations/implications – Anticipated study challenges include difficulties with gaining agreement from study sites and recruitment of people who have been the subject of a safeguarding referral. Originality/value – This will be the first study in England to identify and compare different models of adult safeguarding in depth. Outlining and discussing current methodology is likely to be of interest to practitioners, managers and other researchers and policy makers.

Bureaucratic leadership, trust building, and employee engagement in the public sector in Ghana

2019 ◽  
Vol 16 (1) ◽  
pp. 17-40 ◽  
Author(s):  
Frank L.K. Ohemeng ◽  
Theresa Obuobisa Darko ◽  
Emelia Amoako-Asiedu
Keyword(s):  
Mixed Methods ◽  
Public Sector ◽  
Data Collection ◽  
Employee Engagement ◽  
Trust Building ◽  
Content Type ◽  
Mixed Methods Approach ◽  
The Public ◽  
Building Trust ◽  
Public Organisations

Purpose An engaged workforce has never been more important than it is now. Research continues to reveal a strong link between engaged employees and employee performance. Consequently, different strategies continue to be developed to enhance employee engagement (EE) in organisations. Unfortunately, many of these strategies have not worked due to the lack of trust that some employees may have towards organisational leaders. Thus, it is argued that the first step in building an effective EE is building trust, which will erode all sorts of suspicion of the intention of leaders in the organisation. Unfortunately, the literature is not clear about how to build such trust, especially in developing countries where the organisational environment is much different from that in developed ones; making the applicability of models in the developed world quite difficulty in these countries. How can public sector leaders build trust in the organisations in an environment where informality appears to be the norm? The purpose of this paper is therefore to ascertain how trust can be built in public organisations. Design/methodology/approach In order to answer the research questions, as well as obtain in-depth understanding of what is being done, the authors used the mixed methods approach in the data collection for the paper. In using mixed method data collection, the authors took both quantitative and qualitative approaches. Both qualitative and quantitative data were, however, collected concurrently. This was done for the sake of convenience, as there is little study on how to build trust or, even, EE in the Ghanaian context. The authors set out to explore these issues, and the only way for the authors to do so was to undertake the data collection simultaneously. Findings The paper examined critically four main areas to help leadership build trust: credibility, fairness, respect and communication. The study shows that both managers and employees firmly believe in building trust. Leaders were able to discuss the efforts they make to ensure that issues concerning trust building are addressed. At the same time, employees also agreed on the need to strengthen these variables. Practical implications The research identifies areas on which both leadership and employees can continually work to help bridge the gap between them if public organisations are to reap the benefits of EE. The authors are convinced that if the issues discussed here are addressed, and parties work on them, individuals will succeed in their own areas, but so will the organisations, which in turn will help in the development of he country. Originality/value From a theoretical perspective, it extends the work on EE, and offers new insight into this emerging concept from a developing countries perspective, where informality in the public sector is common. Most of the research on trust and EE has been either qualitative or quantitative in nature. Using the mixed methods approach means the authors will be explaining how both can help us better understand the “how” in building trust in the public sector. Thus, the paper is one of the few papers that have used the mixed methods approach to examine how trust can be built in public organisations.

scholarly journals Engaging customers through user-and company-generated content on CSR

2019 ◽  
Vol 23 (3) ◽  
pp. 339-372 ◽  
Author(s):  
Alberto Badenes-Rocha ◽  
Carla Ruiz-Mafé ◽  
Enrique Bigné
Keyword(s):  
Social Media ◽  
Mixed Methods ◽  
Hotel Industry ◽  
User Generated Content ◽  
Customer Engagement ◽  
Content Type ◽  
Mixed Methods Approach ◽  
Customer Perceptions ◽  
Customer Trust ◽  
The Impact

Purpose This study aims to analyze the role of corporate social responsibility (CSR) customer perceptions, customer–company identification and customer trust on customer engagement (CE), paying special attention to the moderating effects of two types of social media communication, firm-generated content and user-generated content. Design/methodology/approach The study uses a mixed-methods’ approach. First, a single-factor experiment using Twitter posts as stimuli with 227 hotel guests. The structural model was analyzed using SmartPLS 3.2.7. Second, structured in-depth interviews were undertaken with three hotel industry experts to complement the conclusions of the quantitative study. Findings The results show that when a customer trusts a hotel and identifies with its corporate values, CSR tweets generate CE toward the hotel. CSR communications made by customers reinforce the impact of CSR tweets on customer trust more than CSR tweets posted by hotels. Hotel industry experts give insights to explain these results in different types of hotels. Practical implications CSR communications made through Twitter affect customers’ perceptions of a hotel’s CSR activities and customer trust in hotels, especially if they originate from a source external to the company. This result can be of use for hotel managers who have not previously given importance to active CSR communications or the interactivity of social media. Originality/value The authors show the moderating effect of user-generated content in the relationship between CSR customer perceptions and customer trust, thus contributing to the research into the effectiveness of social media. They use a mixed-methods’ approach to increase the validity of the results.

Television and protest in East Germany’s revolution, 1989–1990: A mixed-methods analysis

2014 ◽  
Vol 47 (1) ◽  
pp. 93-103 ◽  
Author(s):  
Marko Grdešić
Keyword(s):  
Time Series ◽  
Mixed Methods ◽  
Time Series Analysis ◽  
Qualitative Analysis ◽  
Event Data ◽  
Mixed Methods Approach ◽  
Series Analysis ◽  
East German ◽  
Television Coverage ◽  
The Relationship

This article uses a mixed-methods approach to analyze the relationship between television and protest during East Germany’s revolution. The content of television newscasts, both West German and East German, is analyzed together with protest event data. There are two key findings. First, West German coverage of protests is associated with an increase in protest in the first phase of the revolution. This finding emerges from time series analysis. Second, West German and East German television coverage were interacting, with the latter reacting to the former. This finding emerges from both quantitative and qualitative analysis.

Time series modelling — an integrated approach

1982 ◽  
Vol 19 (A) ◽  
pp. 413-425
Author(s):  
Don McNeil
Keyword(s):  
Time Series ◽  
Moving Average ◽  
Integrated Approach ◽  
Autoregressive Moving Average ◽  
Linear Segment ◽  
Economic Data ◽  
Autoregressive Moving Average Model ◽  
Straight Line ◽  
Time Series Modelling ◽  
Moving Average Model

Some inadequacies of both the traditional (exponential smoothing) and Box-Jenkins approaches to time series forecasting of economic data are investigated. An approach is suggested which integrates these two methodologies. It is based on smoothing the data using straight line segments instead of differencing to obtain stationarity, and forecasting using an autoregressive-moving-average model for the residuals from the most recent linear segment. The efficiency of this approach is calculated theoretically using a series comprising integrated white noise.

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