diff --git a/README.md b/README.md index d2b719a..953297b 100644 --- a/README.md +++ b/README.md @@ -107,12 +107,12 @@ Based off of Nielsen’s 10 Heuristics. Done by both team members based on the M ## Results -![test](test.jpeg) - ### Participant Demographics - **Number of Test Subjects:** 5 - **Demographics:** Not specified in the data. +--- + ### Quantitative Evaluation #### Task Completion Time @@ -140,6 +140,16 @@ Based off of Nielsen’s 10 Heuristics. Done by both team members based on the M **Average Time:** 32.4 seconds +![Time to add Category vs. Time to add Transaction](ReportImages/timeToAddCategory_vs_timeToAddTransaction.jpg) + +**Time to Add Category vs. Time to Add Transaction:** +- The box plot shows variability in task completion times, with some participants taking significantly longer than others. + - For **adding a category**, Participant 2 took 69 seconds, which is an outlier compared to the others (15–40 seconds). + - For **adding a transaction**, Participant 3 took 60 seconds, while others completed the task in 11–43 seconds. +- This variability suggests that some users may have struggled with the interface or navigation, particularly for adding categories. + +--- + #### User Satisfaction Scores ##### Ease of Use (Scale: 1-7): @@ -154,6 +164,15 @@ Based off of Nielsen’s 10 Heuristics. Done by both team members based on the M **Average Score:** 6.4 +![Ease of use Graph](ReportImages/easeOfUse.jpg) + +**Insights from Bar Chart (Ease of Use Responses):** +- The bar chart shows that most participants rated the app highly for ease of use, with four out of five giving scores of 6 or 7. +- Participant 2 gave a lower score of 5, which aligns with their feedback about difficulty finding categories and longer task completion times. +- The chart reinforces the overall positive perception of the app's usability but highlights the need to address specific pain points for users like Participant 2. + +--- + ##### Usefulness of Categories (Scale: 1-5): | Participant | Score | @@ -166,22 +185,31 @@ Based off of Nielsen’s 10 Heuristics. Done by both team members based on the M **Average Score:** 4.2 +![Usefulness of categories vs. Found categories](ReportImages/usefulnessOfCategories_vs_foundCategories.jpg) + +**Usefulness of Categories vs. Found Categories:** +- The stacked bar chart shows a strong correlation between finding categories and perceiving them as useful. + - Four out of five participants found the categories and rated their usefulness highly (scores of 4 or 5). + - Participant 2, who did not find the categories initially, still rated their usefulness as 4, suggesting that they recognized the potential value once they located them. +- The chart highlights the importance of making categories easy to find, as discoverability directly impacts perceived usefulness. + +--- + #### Task Success Rate +![Success rate of finding categories.jpg](ReportImages/successRateOfFindingCategories.jpg) + **Finding Categories:** - 4 out of 5 participants (80%) found the categories. - 1 participant did not find the categories. -**Icon Selection Satisfaction:** - - 4 out of 5 participants (80%) were satisfied with the icon selection. - - 1 participant noted that "Pets missing" in the icon selection. +**Percentage of Participants Who Found Categories and Were Satisfied with Icon Selection:** +- The bar chart visually confirms that the majority of participants (80%) successfully found the categories. +- However, the 20% who struggled represent areas for improvement. -### Charts +--- -- **Bar Chart:** Task completion times for adding categories and transactions. -- **Pie Chart:** Percentage of participants who found categories and were satisfied with icon selection. - -## Qualitative Feedback +### Qualitative Feedback **Positive Feedback:** - "The app is easy to use." (Participant 1, 3, 4) @@ -195,9 +223,28 @@ Based off of Nielsen’s 10 Heuristics. Done by both team members based on the M - "Add more icons, especially for Pets." (Participant 4) - "Improve the visibility of categories in the app." (Participant 2) -## Updates Made to the App +--- -Based on the feedback, the following updates were made: +### Updates Made to the App -- **Improved Visibility of System Status:** Added Headings for _Category_ and _Transaction_ Screens. -- **Improved Category Visibility:** The categories section was redesigned to make it more intuitive and easier to find. \ No newline at end of file +Based on the feedback and insights from the charts, the following updates were made: + +1. **Improved Visibility of System Status:** + - Added headings for _Category_ and _Transaction_ screens to make navigation more intuitive. + +2. **Improved Category Visibility:** + - Redesigned the categories section to make it more prominent and easier to find, addressing the issue raised by Participant 2. + +3. **Expanded Icon Selection:** + - Added new icons, including a "Pets" category, to address the feedback from Participant 4. + +--- + +### Summary of Insights from Charts + +- **Box Plot:** Highlights variability in task completion times, indicating that some users may need additional guidance or a more intuitive interface. +- **Bar Chart (Ease of Use):** Confirms high satisfaction with usability but identifies specific users who faced challenges. +- **Stacked Bar Chart (Usefulness vs. Found Categories):** Shows a clear link between discoverability and perceived usefulness, emphasizing the need for clear category visibility. +- **Pie Chart:** Reinforces that most users were successful but underscores the importance of addressing the minority who struggled. + +By integrating these visual insights, the findings become more actionable, guiding targeted improvements to enhance the app's usability and user satisfaction. \ No newline at end of file diff --git a/ReportImages/easeOfUse.jpg b/ReportImages/easeOfUse.jpg new file mode 100644 index 0000000..86e29b4 Binary files /dev/null and b/ReportImages/easeOfUse.jpg differ diff --git a/ReportImages/successRateOfFindingCategories.jpg b/ReportImages/successRateOfFindingCategories.jpg new file mode 100644 index 0000000..29397c9 Binary files /dev/null and b/ReportImages/successRateOfFindingCategories.jpg differ diff --git a/ReportImages/timeToAddCategory_vs_timeToAddTransaction.jpg b/ReportImages/timeToAddCategory_vs_timeToAddTransaction.jpg new file mode 100644 index 0000000..845d1f9 Binary files /dev/null and b/ReportImages/timeToAddCategory_vs_timeToAddTransaction.jpg differ diff --git a/ReportImages/usefulnessOfCategories_vs_foundCategories.jpg b/ReportImages/usefulnessOfCategories_vs_foundCategories.jpg new file mode 100644 index 0000000..5031be5 Binary files /dev/null and b/ReportImages/usefulnessOfCategories_vs_foundCategories.jpg differ