This is a dataset analysis regarding our previous research and the current research. it is the result of our observations over 3 years of monitoring and is provided briefly within our 1st publication: https://doi.org/10.5281/zenodo.10407923.

Data to measure perceived stress, burnout and resilience in Kashmiri healthcare workers and explore the relationship of burnout with various socio-demographic, work-related and pandemic related factors.

This SPPS document has been processed from an Excel spreadsheet questionnaire about the frequency, form of procrastination, and influences on behaviour when trying to undertake stages of a design process that was completed by 146 students and 9 staff within a UK design and creative arts school.

Please refer to the SPSS variable list for variable descriptions. (SAV)

Statistical analysis files, including summary data/stats in Excel spreadsheet format and SPSS 20 output files.

This dataset supports research on how engagement with social media (Instagram and TikTok) was related to problematic social media use (PSMU) and mental well-being. There are three different files. The SPSS and Excel spreadsheet files include the same dataset but in a different format. The SPSS output presents the data analysis in regard to the difference between Instagram and TikTok users.

This dataset contains raw data and their corresponding results files associated with a recent study. Each MS Excel spreadsheet entails the data for one aspect of study which is specified by name of the file.The information about participants i.e. personal and demographic, responses for first SD scale, second SD scale and personal evaluation are presented in each spreadsheet. The supplemental material (participant information sheet, informed consent form, online questionnaire, risk assessment form) are also enclosed with this dataset. Lastly, for the analysis of raw data, statistical test such as; independent sample t-test was performed. The original SPSS data files are also included.

Purpose: Dataset of R1 "How a manager’s international experience exerts an impact on a SME´s degree of internationalization" Data Nature : Original survey (pdf. format). Outputs and results of measures (both spss amos 26 formats) Data spreadsheet (spss format), model research (in amos 26), to enables the replication of results

This zip file contains data files for 3 activities described in the accompanying PPT slides 1. an excel spreadsheet for analysing gain scores in a 2 group, 2 times data array. this activity requires access to –https://campbellcollaboration.org/research-resources/effect-size-calculator.html to calculate effect size.2. an AMOS path model and SPSS data set for an autoregressive, bivariate path model with cross-lagging. This activity is related to the following article: Brown, G. T. L., & Marshall, J. C. (2012). The impact of training students how to write introductions for academic essays: An exploratory, longitudinal study. Assessment & Evaluation in Higher Education, 37(6), 653-670. doi:10.1080/02602938.2011.5632773. an AMOS latent curve model and SPSS data set for a 3-time latent factor model with an interaction mixed model that uses GPA as a predictor of the LCM start and slope or change factors. This activity makes use of data reported previously and a published data analysis case: Peterson, E. R., Brown, G. T. L., & Jun, M. C. (2015). Achievement emotions in higher education: A diary study exploring emotions across an assessment event. Contemporary Educational Psychology, 42, 82-96. doi:10.1016/j.cedpsych.2015.05.002andBrown, G. T. L., & Peterson, E. R. (2018). Evaluating repeated diary study responses: Latent curve modeling. In SAGE Research Methods Cases Part 2. Retrieved from http://methods.sagepub.com/case/evaluating-repeated-diary-study-responses-latent-curve-modeling doi:10.4135/9781526431592

This SPSS dataset contains 1,159 records (from 1995-2013) representing the content of media items published in the US concerning employers who chose to hire only nonsmokers. The Excel spreadsheet contains a list of the titles, authors, publication sources, and publication dates of all the media items in the SPSS database.

The Metropolitan Lagos dataset consists of the files (i) tsetimi_lagos_dataset.sav and (ii) tsetimi_lagos_dataset.xlxs. The two files contain the same number of records (377) and same information. The first file is in IBM SPSS database format while the second is in Microsoft Excel spreadsheet format. The SPSS database format can be accessed in the data view of SPSS. The fieldnames, field descriptions and field types are self-contained in the SPSS database file.

The dataset is part of a nationwide survey on the problems associated with electricity distribution and generation in Nigeria. A pilot survey [1] of this research was conducted in Delta State South-South, Nigeria. The files for the pilot survey are available in [2]. The survey for the Lagos data set was conducted by means of a well-structured questionnaire administered by trained interviewers. The questionnaire for the research collected information on respondents’ bio-data, experience with the services of their distribution companies and observed problems on electricity distribution from the fieldwork. The perception ratings on the services of distributions companies from the electricity customers was on a five-point scale based on the following metrics adapted from [3]: i. Overall satisfaction with services of distribution company; ii. Quality and reliability of power from distribution company; iii. Reasonableness of bills from distribution company; iv. Billing system of distribution company; v. Corporate image of distribution company; vi. Effectiveness of Communication of distribution company with stakeholders; vii. Customers service of the distribution company. The respondents scored the metrics between 0 and 5 inclusive depending on their perception on the above metrics. The scores of the respondents on the observed problems were based on the following items listed below: i. Low voltage; ii. Incessant power outages; iii. Load Shedding; iv. Inadequate number of meters; v. Inadequate distribution lines; vi. Unreasonable price of power; vii. Illegal connections; viii. Inadequate number of transformers; ix. Stealing of Distribution facilities; The respondents assign a score between 0 and 10 inclusive depending on their perception on the level of severity of the observed problems.

References [1] J. Tsetimi, A. O. Atonuje and E. J. Mamadu. An Analysis of a Pilot Survey of the Problems of Electricity Distribution in Delta State, Nigeria. Transactions of Nigerian Institution of Mathematical Physics. 2020; 12(7): 109-116 [2] J. Tsetimi. Customers' Problems with Electricity Distribution in Delta State Nigeria, [dataset], Mendeley Data, V1, doi: 10.17632/msrhyv489k.1. 2020. Accessed 16th February, 2021. Available: http://dx.doi.org/10.17632/msrhyv489k.1 [3] D. Smith, S. Nayak, M. Karig, I. Kosnik, M. Konya, K. Lovett, Z. Liu, and H.Luvai. Assessing Residential Customer Satisfaction for Large Electric Utilities. UMSL, Department of Economics Working Papers. (2011).

Coded SPSS data sheet for Study 1 of Sophie Alexander's 2020 Honours Research

This dataset supports research on how Instagram Influencers impact female consumer behaviour to purchase products and the role of factors such as envy, scepticism towards advertising, satisfaction with life, social comparison and maternalism on consumer behaviour. There are two different files. The SPSS and CVS spreadsheet files include the same dataset but in a different format.

This zip file contains eight files to replicate and verify the study evaluating the Framework for Technical Debt Aware Project Management.described in the paper "Preventing Technical Debt by Technical Debt Aware Project Management", Wiese et al., 2021, TechDebt21

• TDframework_ticket_rawdata_revised_anonymised.xlsx:
  • revised and anonymised raw data for tickets statistic containing two sheets for TD ticket and maintenance ticket
• TDframework_survey_questions_and_SPSSvariable_definition.xlsx:
  • excel sheet with all survey questions in german and english language, SPSS variable names and shortnames
• TDframework_survey_results.sav:
  • survey results already in SPSS format, variables with suffix "D" are dichotomized versions of the variables as explained in the paper.
• TDframework_survey_results.xslx:
  • Excel-Export of TDframework_survey_results.sav
• MannWhitneyUTest.spv:
  • results of the Mann-Whitney U-Test which show the significances of the hypothesis mentioned in the paper (Section 5.2.2)
• MannWhitneyUTest.xslx:
  • Excel-Export of MannWhitneyUTest.sav
• Correlations.spv
  • results of the Chi-square test for correlations and the significances mentioned in the paper (Section 5.2.3)
• Correlations.xslx
  • Excel-Export of Correlations.sav

Quantitative and qualitative data for analysis. Analysis to become part of a manuscript for a PhD. Output file SPSS Quantitative data Excell spreadsheet for Qualitative data

BackgroundMental health disorders among adolescents is on the rise globally. Patients seldom present to mental health physicians, for fear of stigmatization, and due to the dearth of mental health physicians. They are mostly picked during consultations with Family Physicians. This study seeks to identify the common mental health disorders seen by family Physicians in Family Medicine Clinics in Nigeria and Ghana.MethodsA descriptive cross-sectional study involving 302 Physicians practicing in Family Medicine Clinics in Nigeria and Ghana, who were randomly selected for the study. Data were collected using self-administered semi-structured questionnaire, and were entered into excel spreadsheet before analysing with IBM-SPSS version 22. Descriptive statistics using frequencies and percentages was used to describe variables.ResultsOf the 302 Physicians recruited for the study, only 233 completed the study, in which 168 (72.1%) practiced in Nigeria and 65 (27.9%) in Ghana. They were mostly in urban communities (77.3%) and tertiary health facilities (65.2%). Over 90% of Family Medicine practitioners attended to adolescents with mental health issues with over 70% of them seeing at least 2 adolescents with mental health issues every year. The burden of mental health disorder was 16% and the common mental health disorders seen were depression (59.2%), Bipolar Affective Disorder (55.8%), Epilepsy (51.9%) and Substance Abuse Disorder (44.2%).ConclusionFamily Physicians in Nigeria and Ghana attend to a good number of adolescents with mental health disorders in their clinics. There is the need for Family Physicians to have specialized training and retraining to be able to recognize and treat adolescent mental health disorders. This will help to reduce stigmatization and improve the management of the disease thus, reducing the burden.

SPSS spread sheet containing the raw data

An SPSS spreadsheet of the raw data used for analysis

A systematic review was carried out to present summarized data on somatic cell count (SCC) in water buffalo milk at quarter, animal, and herd levels. As no standard threshold has been established for buffalo milk, a dataset was compiled using data from published studies in an Excel spreadsheet and four SPSS command files. The Excel spreadsheet encompasses data collected from eligible articles obtained through a systematic search in four databases, including PubMed, SCOPUS, Embase, and Web of Science. The dataset contains four SPSS command files tailored for the analysis of somatic cell count data. The four SPSS command files followed the data analysis of quarter milk somatic cell count, composite milk somatic cell count, bulk milk somatic cell count, and article quality assessment, respectively. These resources aim to ensure transparency and reproducibility and encourage further systematic review to address similar research questions in dairy science and animal health.

The survey responses evaluating changes to work patterns in multidisciplinary cancer teams due to COVID-19 were compiled into a SPSS dataset, and the qualitative responses into an excel spreadsheet.