SPSS Analysis for AI Adoption Research

Hello, I hope you are doing well. I am contacting you regarding a research project for which I need full SPSS statistical analysis. Project Title: Factors influencing the adoption of AI and IoT in Saudi agriculture: Evidence from smart irrigation. Project Overview: The study investigates farmers’ awareness, perceived benefits, barriers, access to information and training, government support, and how these factors influence adoption of AI/IoT-based smart irrigation in Saudi Arabia. The survey was administered in Arabic and English and includes Likert-scale constructs. The methodology is complete, and the analysis must follow exactly what is written there. What I Need From You 1. Pilot Study Analysis (Pilot data is ready now) Please conduct the following analysis on the pilot dataset: Reliability analysis (Cronbach’s Alpha) for all constructs Descriptive statistics (mean, SD, frequencies) Correlation matrix among all variables Identification of any problematic items (low correlations, low factor loadings, very low Cronbach alpha if applicable) Recommendations on whether any items should be modified or removed This pilot analysis will be included in the “Results & Findings” chapter. 2. Full Sample Analysis (Final data will be ready on Friday) Once I send the final dataset this Friday, please run: Reliability + Descriptive Analysis Cronbach’s Alpha for each construct Descriptive statistics (mean, SD, frequencies) Correlation Analysis Pearson correlations between all major constructs Regression Analysis Based on Hypotheses Please test the following hypotheses: H1: Awareness of AI/IoT technologies → Perceived Benefits (Positive relationship) H2: Perceived Benefits → Adoption Intention (Positive relationship) H3: Perceived Barriers → Adoption Intention (Negative relationship) H4: Access to Information & Training → Adoption Intention (Positive relationship) H5: Perceived Government Support → Adoption Intention (Positive relationship) Required Regression Models One regression model for H1 One full regression model with Adoption Intention as the dependent variable including: Perceived Benefits Barriers Access to Information & Training Government Support Deliverable Requirements SPSS output files (.spv) Clean tables in Word or Excel suitable for Results chapter Written narrative interpretation of all results significance levels direction of relationships strength of coefficients Summary of which hypotheses are supported or rejected Timeline Pilot dataset: ready now – can be sent immediately Final dataset: will be ready this Friday Deadline for complete results & findings: Friday, 5 December

ID do Projeto: 40003926