I will help you design a survey and conduct analysis using SPSS and write report

Why Hire Me?

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I combine expertise in survey methodology with advanced SPSS analysis to deliver results that are not only statistically robust but also tailored to support practical decision-making across academic, business, or research contexts.

Key Strengths:

• End-to-end support: survey design, SPSS analysis, and APA/Harvard reporting

• Experience with descriptive, inferential, and multivariate statistics in SPSS

• Ability to align survey questions with research goals or business objectives

• Delivery of clear, client-friendly interpretations with visuals and tables

• Strict adherence to ethical data handling and privacy standards

What I Need to Start Your Work

To begin working on your survey and SPSS analysis project, I will need:

• Survey Objectives

  • Main goals of your survey (e.g., measuring satisfaction, testing a hypothesis)

  • Research questions or assumptions to be validated through data

• Target Audience

  • Description of your respondent group (age, profession, location, etc.)

  • Preferred distribution mode (Google Forms, printed copy, SurveyMonkey, etc.)

• Survey Content and Format

  • Themes or topics to be covered

  • Preferred question types (Likert, multiple choice, matrix, etc.)

  • Sample size expectations (if available)

• SPSS Analysis and Report Details

  • Expected tests: descriptive stats, chi-square, t-test, ANOVA, etc.

  • Preferred output: tables, charts, narrative summary with APA or Harvard formatting

• Timeline and Communication

  • Final deadline for submission or presentation

  • Preferred update frequency and communication channel (email, WhatsApp, video call)

• Other Specifics

  • Any institutional or academic formatting requirements

  • Any constraints, limitations, or previous data that needs integration