Changes for page Test

Last modified by Mathieu Jung-Muller on 2022/04/04 13:52

From version Icon 97.1 Icon
edited by Mathieu Jung-Muller
on 2022/04/03 13:55
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To version Icon 106.1 Icon
edited by Pietro Piccini
on 2022/04/03 14:51
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Summary

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Author
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1 -XWiki.Mathieu
1 +XWiki.PietroPiccini
Content
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186 186  
187 187  == Results ==
188 188  
189 -=== mood questionnaire results ===
189 +We produced our results as interactive graphs. Only a printed version is shown below. To get a better version with more information (data point information on mouse hovering for instance), click the provided link for each graph.
190 190  
191 -[[interactive version>>https://pietro99.github.io/SCE/graphs/mood_questionnaire.html]]
191 +=== Affect assessment ===
192 +
193 +[[Affect assessment, interactive version>>https://pietro99.github.io/SCE/graphs/mood_questionnaire.html]]
192 192  [[image:mood.svg]]
193 193  
194 194  {{html}}
... ... @@ -216,7 +216,7 @@
216 216  <body>
217 217  
218 218  <h5>Wilcoxon Signed-rank test</h5>
219 -<h6><i>H0</i>: The mood distribution before and after the interaction with Pepper is the same</h6>
221 +<h6><i>H0</i>: The mood distribution before and after the interaction with Pepper is the same.</h6>
220 220  
221 221  <table>
222 222   <tr>
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251 251  
252 252  </body>
253 253  </html>
254 -
255 255  {{/html}}
256 256  
258 +The hypothesis H0 is that Pepper does not have any effect. In this case, the questionnaires 1 and 2 should give the exact same values for each of the six feelings. However, the graphs and table below show that there is a slight increase regarding positive feelings, and a sligt decrease as well regarding negative feelings.
259 +There are however many biases in these results. The main one that we isolated is that the activity of gardening itself could lead to the mood improvement. For this reason, we made subgroups based on whether the participants liked gardening or not.
257 257  
258 258  {{html}}
259 259  <!DOCTYPE html>
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280 280  <body>
281 281  
282 282  <h5>Wilcoxon Rank-Sum test</h5>
283 -<h6><i>H0</i>: The mood distribution after the interaction with Pepper for people who like gardening and people who don't like gardening is the same</h6>
286 +<h6><i>H0</i>: The mood distribution after the interaction with Pepper for people who like gardening and people who do not like gardening is the same.</h6>
284 284  
285 285  <table>
286 286   <tr>
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315 315  
316 316  </body>
317 317  </html>
318 -
319 319  {{/html}}
320 320  
321 -=== System questionnaire results ===
323 +We did not notice any relevant pattern indicating a significant difference between "like gardening" and "dislike gardening" groups. It seems to be that this is not the cause of the mood improvement.
322 322  
323 -[[interactive version>>https://pietro99.github.io/SCE/graphs/first_questionnaire_1.html]]
324 -[[image:group1.svg]]
325 325  
326 +=== System assessment ===
326 326  
328 +[[System assessment, first subset of questions, interactive version>>https://pietro99.github.io/SCE/graphs/first_questionnaire_1.html]]
329 +[[image:group1.svg]]
330 +
327 327  {{html}}
328 328  <!DOCTYPE html>
329 329  <html>
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348 348  </head>
349 349  <body>
350 350  
351 -<h5>Wilcoxon Rank-Sum test test</h5>
352 -<h6><i>H0</i>: The distribution of the sytem's questionnaire answers from people who like gardening and form people who don't like gardening is the same</h6>
355 +<h5>Wilcoxon Rank-Sum test</h5>
356 +<h6><i>H0</i>: The distribution of answers from people who like gardening and people who do not like gardening is the same.</h6>
353 353  
354 354  <table>
355 355   <tr>
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381 381  
382 382  </body>
383 383  </html>
384 -
385 385  {{/html}}
386 386  
390 +In this first system assessment graph, it is shown that participants slightly agree that Pepper made the task easier for them, and generally agree that she was easy to understand.
387 387  
388 -[[interactive version>>https://pietro99.github.io/SCE/graphs/first_questionnaire_2.html]]
392 +
393 +[[System assessment, second subset of questions, interactive version>>https://pietro99.github.io/SCE/graphs/first_questionnaire_2.html]]
389 389  [[image:group2.svg]]
390 390  
391 -
392 392  {{html}}
393 393  <!DOCTYPE html>
394 394  <html>
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413 413  </head>
414 414  <body>
415 415  
416 -<h5>Wilcoxon Rank-Sum test test</h5>
417 -<h6><i>H0</i>: The distribution of the sytem's questionnaire answers from people who like gardening and form people who don't like gardening is the same</h6>
420 +<h5>Wilcoxon Rank-Sum test</h5>
421 +<h6><i>H0</i>: The distribution of answers from people who like gardening and people who do not like gardening is the same.</h6>
418 418  
419 419  <table>
420 420   <tr>
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440 440  
441 441  </body>
442 442  </html>
443 -
444 444  {{/html}}
445 445  
446 -[[interactive version>>https://pietro99.github.io/SCE/graphs/first_questionnaire_3.html]]
449 +The sense of accomplishment is slightly higher for people who like gardening that for those who do not. It is globally around slightly agree.
450 +An interesting fact to notice is that participants who do not like gardening felt more in control of what they had to do.
451 +
452 +
453 +[[System assessment, third subset of questions, interactive version>>https://pietro99.github.io/SCE/graphs/first_questionnaire_3.html]]
447 447  [[image:group3.svg]]
448 448  
449 449  {{html}}
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470 470  </head>
471 471  <body>
472 472  
473 -<h5>Wilcoxon Rank-Sum test test</h5>
474 -<h6><i>H0</i>: The distribution of the sytem's questionnaire answers from people who like gardening and form people who don't like gardening is the same</h6>
480 +<h5>Wilcoxon Rank-Sum test</h5>
481 +<h6><i>H0</i>: The distribution of answers from people who like gardening and people who do not like gardening is the same.</h6>
475 475  
476 476  <table>
477 477   <tr>
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497 497  
498 498  </body>
499 499  </html>
500 -
501 501  {{/html}}
502 502  
503 -[[interactive version>>https://pietro99.github.io/SCE/graphs/first_questionnaire_4.html]]
504 -[[image:group4.svg]]
509 +The participants globally disagree that the presence of Pepper annoyed, frustrated or pressured them. Those who like gardening actually had a bit more negative feelings regarding the presence of Pepper than those who dislike gardening.
505 505  
506 506  
512 +[[System assessment, fourth subset of questions, interactive version>>https://pietro99.github.io/SCE/graphs/first_questionnaire_4.html]]
513 +[[image:group4.svg]]
514 +
507 507  {{html}}
508 508  <!DOCTYPE html>
509 509  <html>
... ... @@ -528,8 +528,8 @@
528 528  </head>
529 529  <body>
530 530  
531 -<h5>Wilcoxon Rank-Sum test test</h5>
532 -<h6><i>H0</i>: The distribution of the sytem's questionnaire answers from people who like gardening and form people who don't like gardening is the same</h6>
539 +<h5>Wilcoxon Rank-Sum test</h5>
540 +<h6><i>H0</i>: The distribution of answers from people who like gardening and people who do not like gardening is the same.</h6>
533 533  
534 534  <table>
535 535   <tr>
... ... @@ -552,25 +552,10 @@
552 552  
553 553  </body>
554 554  </html>
555 -
556 556  {{/html}}
557 557  
565 +This graph shows that the trust in Pepper was highly dependent on whether the participants enjoyed the activity or not.
558 558  
559 -
560 -Since each PwD has its own state of dementia and personal issues, it is very difficult to get uniform results, especially since they are collected orally.
561 -Getting very nice, fully robust and reliable results, is merely a hope and a dream.
562 -However, we can try to consider the main trends that we are interested in.
563 -Thus, the results wil be mainly focused on:
564 -- How much autonomy did the PwD gain?
565 -→ what did the HCP, relatives and PwD report
566 -→ how many tasks did they perform that they didn't do previously
567 -→ did the relatives feel they had more time for themselves
568 -- Did their emotional state improve?
569 -→ feelings from the PwD themselves
570 -→ reports from relatives and HCP
571 -These results will most likely never be yes-no results, but more like clues or hints that show whether some things worked on not, which will be the point of our discussion.
572 -NB: This part explains what we expect as kind of results, it will be replaced by actual results after we perform an experiment with the class. There may also be interesting points we did not think about.
573 -
574 574  == Discussion ==
575 575  
576 576  * Reliability: Yes. One could replicate the same experiment with other patients.
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579 579  * Scope: No. It would be very difficult to generalize the results, since each prototype is built for a special patient. However, if the results conclude that the customized prototypes did improve the well-being of the people, then similar effort to customize Pepper for more patients should produce similar effects.
580 580  * Ecological validity: Yes. Since we compare "without Pepper" (BEFORE) and "with Pepper" (AFTER) in a similar environment (i.e., for everything but Pepper), the results are not dependent on the environment.
581 581  
575 +We analyzed the participants' moods before and after the interaction with Pepper in order to be able to observe positive and negative changes that are caused by pepper. the results showed that, in general, there is a slight increase in positive moods and a slight decrease in negative moods. The Wilcoxon Signed-rank demonstrated that the only statistically significant change happened for contentness and tiredness based on a p-value threshold of 0.05. This confirms that PwD can potentially benefit from a boost of energy from interacting with Pepper and a general improvement in contentness wich can potentially improve the quality of life of a PwD. It is often the case that PwDs have to perform tasks that are not enjoyable for them such as taking medicines or performing routine activities. In order to analyze the difference in the mood change between people who liked the activity and people who didn't we divided into two groups and performed a Wilcoxon Rank-Sum test. The results show that only the contentness mood shows a statistically significant difference between the two groups which leads us to believe that if an activity is not enjoyable for the PwD Pepper will only decrease his/her tiredness whereas if an activity is enjoyable it will also improve his/her contentness.
576 +
582 582  == Conclusions ==
583 583  
584 584  The results from the mood questionnaire seem to support our claims CL10: the PwD feels reassured and CL11: the PwD feels content.