SPSS RCT Analysis & Visualization

@proffesor1

Hello, I have done similar tasks many times supporting researchers with analysis for articles for scientific journals (please check my profile). I know SPSS well and could perform all analysis you need using this software. I could suggest the most suitable test to test your hypotheses/research questions. But for editable charts, they should be done in Excel (based on results from SPSS). The same for tables (It is from my experience). I could prepare data, perform all analysis, produce tables and charts and summary of results. The syntax for replication of the analysis will be provided. I could start tomorrow and complete all in 5-7 days. Please let me know if you are interested in my services. Regards, Alex.

@Vasilchenko

Hi, I can analyze your RCT Excel outcome sheets in SPSS with peer-review–ready inferential tests (between-arm comparisons with p-values, CIs, and effect sizes), while documenting any cleaning decisions and checking for issues that could compromise randomization. You’ll receive the cleaned .sav, full SPSS syntax + output files, and publication-ready APA/journal tables plus high-resolution charts (PNG + editable exports) with clear labels and legends. https://www.freelancer.com/u/Vasilchenko

@Tanmoy236

Warm greetings! I specialize in statistical analysis for research and RCT data using SPSS. With over 9 years of experience, I deliver peer-review-ready outputs with clear, reproducible workflows and publication-quality visuals. Here’s how I can help: * Perform inferential analysis (group comparisons, p-values, CI, effect sizes) * Validate randomisation integrity and flag any data issues * Prepare APA/journal-ready tables for direct manuscript use * Create high-resolution charts (bar, pie, line) with clean labeling * Provide SPSS output, syntax log, and cleaned dataset for reproducibility I’ll keep everything transparent and well-documented. What statistical tests or journal guidelines should I align with?

@HelpingHut

RCT analysis demands precision in statistical reporting and methodological transparency—any deviation in p-value calculations or effect size reporting will fail peer review. This project requires SPSS proficiency paired with publication standards that most analysts overlook. The deliverables here are straightforward: run comparative inferential statistics (t-tests, ANOVA, chi-square depending on data structure), extract confidence intervals and effect sizes, flag randomization threats, then format outputs into APA tables and high-resolution visualizations. The syntax documentation and data-cleaning log ensure reproducibility, which reviewers will scrutinize. With 7+ years handling statistical analysis across academic and research contexts, including SPSS, data cleaning protocols, and APA formatting, this fits the core workflow. The Excel-to-SPSS pipeline, outcome variable comparisons, and publication-ready figure exports are standard deliverables in this scope. Delivery includes: cleaned SPSS dataset, annotated syntax file, statistical output file, APA-formatted tables, PNG and editable charts, and a brief methodology log flagging any data decisions. Ready to start immediately.

@ShaikhAneesa

Hi there, I’ve carefully reviewed your RCT analysis requirements and understand you need a full SPSS-based inferential statistical analysis with peer-review quality outputs, full reproducibility, and publication-ready tables and figures. I’m confident I can deliver a clean, rigorous, and transparent statistical workflow. My approach is to first import and structure your Excel datasets in SPSS, followed by detailed data cleaning with a full audit trail. I will document all handling decisions such as missing data treatment, recoding, and variable checks, and immediately flag any issues that could affect randomisation integrity before running any tests. For the analysis, I will run appropriate inferential statistics based on your design, including group comparisons, hypothesis testing, confidence intervals, p-values, and effect sizes. I will also check key assumptions like normality and homogeneity, and apply non-parametric alternatives if needed to ensure validity. All outputs will be formatted for publication, including APA-style tables ready for direct use in your manuscript. I will also generate high-resolution figures (bar, line, and distribution charts) with clear labels, exported in PNG and editable formats. Could you confirm whether this is a two-arm parallel RCT or includes repeated measures or covariate adjustments? I’m ready to start immediately. Warm Regards, Aneesa.

@doctorkendrick20

Hi, Statistics is my favorite subject and will be glad to help. I have skills in Data Processing, Statistics, R Programming Language, Python, Machine Learning, SPSS, Tableau and Excel.

@HiraMahmood4072

Hello, With over 7 years of experience in Excel, SPSS Statistics, Data Visualization, Statistical Analysis, and Statistics, I am confident in handling your project efficiently. I have carefully reviewed your requirements for the SPSS RCT Analysis & Visualization project. To begin, I will import the organized raw outcome files into SPSS for rigorous inferential statistical analysis. This will include conducting comparisons between arms, calculating p-values, confidence intervals, and effect sizes to ensure the statistical robustness required for peer-review. Following the analysis, I will create APA-style or journal-ready tables that can be seamlessly integrated into your manuscript. Additionally, I will generate high-resolution bar, pie, and line charts with clear legends and axis labels for visual representation. Throughout the process, I will maintain a detailed syntax log for reproducibility and transparency. Any data cleaning decisions will be documented, and I will promptly communicate any issues that may impact randomization integrity. For further discussion and to explore how I can assist you effectively, please connect with me via chat. You can visit my Profile: https://www.freelancer.com/u/HiraMahmood4072 Thank you.

@DrAmirAdly

Hello I am expert statistics instructor and consultant. I am also pharmacist with excellent clinical background. I am professional in statistical analysis using SPSS till version 31. I have completed many similar projects (review my profile)

@belarjsoufiane20

Hi, I can analyze your RCT data in SPSS with rigorous inferential statistics and reproducible syntax. I’ll run comparisons between arms (p-values, CIs, effect sizes), deliver publication-ready tables and high-resolution charts, and provide the SPSS output, syntax, and cleaned dataset with clear documentation. Let me know if you can share a sample file to confirm structure and approach.

@Softeria

⭐⭐⭐⭐⭐Proposal for SPSS RCT Analysis & Visualization With a solid background in statistical analysis using SPSS and a focus on healthcare research, I am ideally suited to handle your randomized-controlled trial data. My expertise includes performing detailed inferential statistics, ensuring robust results suitable for peer-review. I am proficient in creating APA-style tables and high-resolution charts, aligning with journal publication standards. Having managed similar projects, I understand the importance of maintaining data integrity and will keep a comprehensive log of all SPSS syntax used, alongside documenting any data-cleaning actions. I am ready to deliver precise, publication-ready outputs while ensuring full reproducibility of the analysis. Let’s advance your research with clear, impactful visualizations and accurate statistical analysis.

@TheRSTeam

Hi, I'm a data analyst, statistician, and economist with over six years of experience. I understand the requirements of your project and have the skills to deliver high-quality results. To better tailor my approach, could you please review my profile for more details on my previous work and client feedback. Looking forward to your response. Best regards,

@KolmanOuassou

Hi, I am a data analyst/statistician and Economist with more than 6 years of experience. I can do your project, Please take time to check my profile and then you decide to contact me.

@lilliiand

Hi I can surely assist you in writing or drafting or creating your SPSS analysis for your randomized-controlled trial data. I will import and clean your Excel sheets, run the required inferential statistics (group comparisons, p-values, confidence intervals, effect sizes), and prepare a clean SPSS dataset with full syntax so your work is fully reproducible. I will also flag any data issues or threats to randomization before analysis. Finally, I will deliver APA/journal-ready tables, SPSS output files, and high-resolution charts (PNG + editable formats) with proper labels and legends. My goal is to make your results publication-ready and easy to paste into your manuscript. Could you please confirm: 1. Which statistical tests do you prefer or are required by your journal (t-tests, ANOVA, regression, etc.)? 2. Do you have a specific journal format or APA 7th edition requirement? Thanks

@muratalper99

I have a PhD in statistics. I am very good at running SPSS. I can prepare tables using APA7 format. I can also check randomization assumptions and detect issues, will you let you on how to fix it. I will provide output and log files.

@kaindo2017

Hello, I’ve carefully reviewed your project and understand you need rigorous SPSS analysis of RCT data, with publication-ready outputs and full reproducibility. I hold a PhD in Statistics with strong experience analysing randomized controlled trials, ensuring results meet peer-review standards. My approach: • Clean and validate datasets (flagging any threats to randomisation) • Run appropriate inferential tests (t-tests, Chi-square, ANOVA, non-parametric where needed) • Report p-values, confidence intervals, and effect sizes accurately • Maintain a clear SPSS syntax log for full reproducibility Deliverables: • SPSS output file + syntax file • Cleaned dataset with documented changes • APA/journal-ready tables • High-resolution charts (PNG + editable formats) with clear labels I ensure statistical decisions are transparent and aligned with best practice for publication. Quick question: do you have a predefined analysis plan or should I recommend tests based on your study design? I’m ready to start immediately and deliver precise, publication-quality results. I guarantee a free AI and plagiarism Turnitin report with similarity below 5%.

@KirtikaKataria

Hi there, I understand you have RCT outcome data already structured in Excel and now need a full SPSS-based statistical analysis suitable for peer-reviewed publication, including inferential testing, effect estimation, and publication-ready outputs. The focus is rigorous, reproducible analysis with clear documentation and no ambiguity around data handling decisions. My approach will begin with importing and structuring your datasets in SPSS, followed by a data audit to check for missingness, outliers, and any issues that could affect randomisation integrity. I will then run the appropriate inferential analyses based on your study design (e.g. t-tests, ANOVA/ANCOVA, regression models, or non-parametric equivalents), including p-values, confidence intervals, and effect sizes (Cohen’s d, partial eta squared, or equivalent as appropriate). Any deviations or concerns in baseline balance or assumptions will be flagged before final interpretation. QUESTION: What is your trial design (parallel, cluster, crossover), and what are your primary and secondary endpoints so I can align the exact statistical tests correctly? Let’s get started and turn your RCT data into a clean, publishable statistical package. Regards, Shehwani

@jepita200

Dear Hiring Manager, I have reviewed your project carefully and fully understand that you require a high-quality, peer-review-ready SPSS analysis of your randomized controlled trial data, along with clear documentation and reproducible results. I will import and structure your Excel datasets in SPSS, perform careful data cleaning, and document each step transparently. Before running the analysis, I will assess baseline comparability and check for any issues that could affect randomization integrity, informing you immediately if anything needs attention. I will then apply the appropriate inferential statistical methods to compare study arms and generate accurate p-values, confidence intervals, and effect sizes that meet academic and publication standards. Deliverables will include: Complete SPSS output file (.spv) and syntax file (.sps) Cleaned and well-organized dataset with documented changes APA-style or journal-ready tables ready for direct use in your manuscript High-resolution charts (bar, pie, line) with clear labels, legends, and editable formats A concise log of all analysis steps to ensure full reproducibility I am detail-oriented, reliable, and committed to delivering accurate, publication-quality results within your deadline and budget. I am ready to begin immediately. Best regards,

@nareshk44

As an experienced data-driven content creator, I'm well-versed in the intricacies of your project requirements. My proficiency with SPSS, Excel, and statistical analysis allow me to expertly analyze raw outcome files, ensuring robust and peer-review quality inferential statistics. Through my career, I've had the opportunity to generate hundreds of research reports, working with vast amounts of data while adhere to APA style. Moreover, I understand the paramount importance of maintaining the integrity of randomized-controlled trials. I will diligently scrutinize every aspect of your dataset to identify any factors that might compromise randomization. From data cleaning to statistical tests, I will also provide a comprehensive syntax file that ensures reproducibility and transparency for seamless future reference. Lastly, as a seasoned professional, visual presentation and delivering impeccable outputs are second nature to me. Complementing your publication-ready materials, I will create attractive bar/pie/line charts with vivid legends and explicit axis labels exported in suitable formats. To ensure quality control at every step, I'll maintain a log of the entire process. Let's collaborate and leverage my skills to drive your project forward efficiently

@moizdzo3l

Hi, As a SPSS data analysis specialist, I can handle your randomized-controlled trial data to produce publication-ready, peer-review standard results with full transparency and reproducibility. I will import and clean your Excel datasets, carefully documenting all data transformations and flagging any issues that may affect randomisation integrity. I will then run the required inferential analyses in SPSS, including group comparisons, p-values, confidence intervals, and effect size calculations. I will also generate APA-style tables and high-resolution charts (bar, pie, and line graphs) with clear labels, along with SPSS syntax, output files, and a clean dataset for full reproducibility. Ping me for further discussion in chat. Moiz H.