Commit Graph

90 Commits (8bf21ab272a1dd9caeaeef9f21f61ff1dc80a415)

Author SHA1 Message Date
junos 8bf21ab272 Explore JCQ demand and control. 2021-07-05 18:32:35 +02:00
junos e2808422db Implement a method to recode JCQ answers. 2021-07-05 18:24:22 +02:00
junos 459f7a2c72 Add a file for JCQ and dictionary of reversed items. 2021-07-05 16:15:00 +02:00
junos e8005aadc6 Add SAM event and period analysis. 2021-07-04 16:29:53 +02:00
junos 48d7be780c Fix formatting. 2021-07-04 14:34:57 +02:00
junos 92a5787d62 Only convert some answers to numeric. 2021-07-04 14:34:13 +02:00
junos 3bb66e3838 Calculate daily means instead of sums. 2021-07-04 13:41:34 +02:00
junos 5362f64941 Explore PANAS statistics. 2021-07-03 18:46:06 +02:00
junos b8301ca458 Small corrections. 2021-07-03 18:45:46 +02:00
junos a6d8f70e7f Add date part of datetime when preprocessing. 2021-07-03 16:39:32 +02:00
junos e0da6757ec Clean up ESM by eliminating non-answers.
Convert radio string answer to numeric.
2021-07-03 16:34:11 +02:00
junos 74392f229a Start exploring PANAS data.
Add a function to clean up ESM data.
2021-07-02 16:33:48 +02:00
junos c29c7b19f2 Rename ESM exploration. 2021-07-02 16:05:36 +02:00
junos 4c07ccccf2 Prepare figures for publication. 2021-07-02 16:02:55 +02:00
junos 767548b562 Export figures and add additional linear regression analyses. 2021-06-14 17:09:45 +02:00
junos b1dd27d516 Rename a file. 2021-06-11 20:30:18 +02:00
junos 23c3613c60 Analyze adherence:
Look at time differences between subsequent daytime EMA.
Look at the daily evening EMA proportion.
2021-06-11 20:28:24 +02:00
junos 7a12f68dfe Fix a bug where evening EMAs where also reclassified as daytime. 2021-06-11 20:17:17 +02:00
junos 294d4a2b49 Add a function to correct the morning questionnaires into daytime. 2021-06-11 16:44:33 +02:00
junos a3417c182a Add a function to determine EMA session time. 2021-06-11 16:34:09 +02:00
junos f48e5469e0 Finish labelling EMA sessions and document classify_sessions_adherence function. 2021-06-11 14:50:14 +02:00
junos 371e755159 Identify unique sessions and assign status.
Use CONSTANT variables for these statuses.
2021-06-11 13:50:24 +02:00
junos 04c069af47 Take the evening EMA time question into account as non-answered session. 2021-06-09 17:29:42 +02:00
junos 151bbfe360 Add a plot of adherence. 2021-06-08 22:42:56 +02:00
junos 9cba88a6e3 Correct adherence data to only count sessions once.
Add age as a float predictor.
Obtain the same result with linear regression.
2021-06-08 22:32:14 +02:00
junos 1294ee40a0 Add ANOVA for adherence and gender + country. 2021-06-08 17:16:08 +02:00
junos c96307b430 [WIP] Prepare functions to remember implementing them. 2021-06-08 16:50:07 +02:00
junos de32241d51 Classify and count adherence.
Add statsmodels.
2021-06-08 16:40:01 +02:00
junos 7177c8429f [WIP] Start calculating concordance.
Note, workday and morning EMAs have not been properly dealt with, but assumed answered.
2021-06-08 16:07:39 +02:00
junos 48f9f782f7 Add more baseline data for Belgium. 2021-06-08 16:01:46 +02:00
junos 7b88f62e0a Explore baseline screening data in a notebook. 2021-06-08 11:21:18 +02:00
junos d5cd76f05a [WIP] Prepare a function to classify adherence and illustrate steps in Jupyter Notebook. 2021-06-07 19:33:44 +02:00
junos 224dedaced Document the preprocess_esm function. 2021-06-07 16:50:46 +02:00
junos 35a7fa0bbc Take device ID into consideration for grouping sessions. 2021-06-07 16:44:42 +02:00
junos 8306e99392 Explain the histogram better and explore long sessions. 2021-06-07 12:01:41 +02:00
junos 06c179f4dd Explain traditional concordance approach. 2021-06-02 18:42:39 +02:00
junos 2da9a8f9e3 Study session ID in depth. 2021-06-02 18:35:00 +02:00
junos 53f34965e2 Add a test for preprocess_esm.
Replace commas with semicolons for csv.
2021-06-01 18:24:44 +02:00
junos a941b94d6c Expand ESM_JSON column and add esm example data. 2021-06-01 17:57:08 +02:00
junos 5cb527986b Look at the ESM data and test JSON expansion. 2021-06-01 12:10:42 +02:00
junos 0f7d182f40 Merge remote-tracking branch 'origin/master' into master 2021-05-31 11:48:10 +02:00
junos 0199b4f0f2 Add a method to transform ESM data and the test. 2021-05-27 18:10:34 +02:00
junos 48a81c8795 Delete remaining Jupyter Notebook. 2021-05-07 15:49:33 +02:00
junos eebb10504e Add more SMS features.
Add a test case for messages and a separate test.
2021-05-07 15:48:17 +02:00
junos 6e9c13d5d8 Add more call features.
The total duration of calls and maximum duration by type.
The number of all calls and ratio of incoming and outgoing calls.
2021-05-07 15:18:56 +02:00
junos 0ea9d76a6f Remove remaining Jupyter notebook. 2021-05-07 12:53:10 +02:00
junos 81080f7504 Use Collection from collections.abc instead of typing.List. 2021-05-07 12:44:34 +02:00
junos d5056d9b2f Remove Jupyter Notebooks as they will be versioned as py scripts from now on. 2021-05-07 12:15:00 +02:00
junos 10bdc8aa1d Add SMS data exploration and use Jupytext to save JupyterNotebooks as py scripts. 2021-05-07 12:10:46 +02:00
junos 056db73786 Look at frequencies of screen statuses and explain (un)lock sequences. 2021-05-05 17:20:19 +02:00