Engagement/MDN Durable Team/Community hypotheses: Difference between revisions

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== Summary of findings ==
== Summary of findings ==
 
See also this [https://docs.google.com/document/d/1Y1b3EUr6QKtSdkbnq6mTbffEexI0hhV1BE9wJuT81Z8/edit?usp=sharing summary document].
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| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1302?milestone=101187 Give away t-shirts]'''<br>(''long time contributors'')
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1302?milestone=101187 Give away t-shirts]'''<br>(''long time contributors'')
| style="background: #CFC; text-align: center; white-space: nowrap;" | Done
| style="background: #CFC; text-align: center; white-space: nowrap;" | Done <br>(November 2016)
| style="background: #FCC; text-align: center; white-space: nowrap;" | Negative  
| style="background: #FCC; text-align: center; white-space: nowrap;" | Negative  
| [https://docs.google.com/a/mozilla.com/spreadsheets/d/1aTrwNEVivz6uo16NNYiTXKnTEyrGa8GF2hHEN2GJ8gs/edit?usp=sharing Our first findings] indicate that giving away t-shirt to long time contributors has no effect. It doesn't change their contribution behaviors neither reengage them if they've stopped contributing.
| [https://docs.google.com/a/mozilla.com/spreadsheets/d/1aTrwNEVivz6uo16NNYiTXKnTEyrGa8GF2hHEN2GJ8gs/edit?usp=sharing Our first findings] indicate that giving away t-shirt to long time contributors has no effect. It doesn't change their contribution behaviors neither reengage them if they've stopped contributing.
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| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1303 Highlight top of the month contributors]'''
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1303 Highlight top of the month contributors]'''
| style="background: #FFFFCC; text-align: center; white-space: nowrap;" | ''In progress''
| style="background: #CFC; text-align: center; white-space: nowrap;" | Done<br>(December 2016)
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ? ||
| style="background: #CFC; text-align: center; white-space: nowrap;" | Positive
| See [https://docs.google.com/spreadsheets/d/1gMdKze5GIHyz10wYvN-piNPD_NnCqZ9vmjbBngE-LsQ/edit#gid=1116240867 Top contributors tracking spreadsheet]
 
Public promotion on Twitter had a positive effect on contribution by users whose Twitter handles were known and used. It is recommended to find ways to encourage contributors to add their Twitter handles to their profiles, as well as to start a program of thanking contributors on Twitter using their handles.
|-
| Publicly thank first-time contributors whose profiles contain Twitter handles
| style="background: #CFC; text-align: center; white-space: nowrap;" | Done<br>(July 2017)
| style="background: #FCC; text-align: center; white-space: nowrap;" | Negative || Contributors thanked on Twitter did not contribute again after being thanked.
|-
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1317 Engage “one shot” contributors one month after their last contribution]'''
| style="background: #CFC; text-align: center; white-space: nowrap;" | Done<br>(April 2017)
| style="background: #FCC; text-align: center; white-space: nowrap;" | Negative || Unthanked contributors were ''more'' likely to contribute again than thanked ones.
|-
|-
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1317 Impersonal thank you e-mail to one time contributors]'''
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/2725 Engage first-time contributors one week after their first contribution]'''
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ''Pending''
| style="background: #CFC; text-align: center; white-space: nowrap;" | Done<br>(April 2017)
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ? ||
| style="background: #FCC; text-align: center; white-space: nowrap;" | Negative || Thanked
contributors were no more likely to contribute again than unthanked ones.
|-
|-
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1318 Personal thank you e-mail to contributors]'''
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1318 Send a thank-you that shows contributors that someone read their contribution]'''
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ''Pending''
| style="background: #CFC; text-align: center; white-space: nowrap;" | Done<br>(March 2017)
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ? ||
| style="background: #FCC; text-align: center; white-space: nowrap;" | Negative
| See [https://docs.google.com/spreadsheets/d/1IjPWS8UIx4P_JufrqgGgGwBoVC_8Ul70eeniBLLQfT4/edit#gid=1783506766 Tracking spreadsheet]; thanked users were ''less'' likely to contribute after being thanked than unthanked contributors; note that the sample size was very small (20/21 in each cohort)
|-
|-
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1319 Targeted thank you e-mail to l10n contributors]'''
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1319 Thank l10n contributors from the last month]'''
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ''Pending''
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ''Abandoned''
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ? ||
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ? || Many of the contributors in the one-month-later and one-week-later experiments were l10n contributors.
|-
|-
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1320 Promoting l10n priorities]'''
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1320 Create a page listing l10n prioritiess]'''
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ''Pending''
| style="background: #CFC; text-align: center; white-space: nowrap;" | Done<br>(January 2017)
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ? ||
| style="background: #CFC; text-align: center; white-space: nowrap;" | Positive
| See [https://developer.mozilla.org/en-US/docs/MDN/Doc_status/l10nPriority MDN L10n Priorities Status]
[https://docs.google.com/spreadsheets/d/16YYcM6ZXTFUvK2K-C8opAh6HjticpLisQtfE6Svn64A/edit?usp=sharing Our findings] tend to indicate that promoting such priorities can help contributor to focus. Even if the results are pretty small in number they demonstrate a positive trend on the period (against a global negative trend) for establish communities. However, as expected it has no effect on abandon communities or communities that do not interact with the team through the regular communication channel we are using.
|-
|-
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1321 Promoting l10n priorities on MDN Homepage]'''
| '''[https://tree.taiga.io/project/viya-mdn-durable-team/us/1321 Advertise l10n priorities on the MDN homepage]'''
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ''Pending''
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ''Pending''
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ? ||
| style="background: #EFEFEF; text-align: center; white-space: nowrap;" | ? || On hold pending homepage redesign
|}
|}
== Hypotheses ==
The following hypotheses has been formulated based on the expectation we have on how to move our [https://docs.google.com/a/mozilla.com/spreadsheets/d/1nHk6-NfBuy4GvVDzB0eKGE06OYs_6fGKWM40gSlb8Lk/edit?usp=sharing community metrics].
=== More interaction increases retention ===
In order to check that hypotheses we want to test the followings tactics:
# Engage “one shot” contributors one month after their last contribution
=== Personalized interaction increases retention ===
In order to check that hypotheses we want to test the followings tactics:
# Send a thank-you that shows contributors that someone read their contribution
=== The more we engage community the faster l10n content increases ===
In order to check that hypotheses we want to test the followings tactics:
# Thank l10n contributors from the last month
=== Increasing recognition will increase retention ===
In order to check that hypotheses we want to test the followings tactics:
# Highlight top of the month contributors
# Give away t-shirts
#* [https://docs.google.com/a/mozilla.com/spreadsheets/d/1aTrwNEVivz6uo16NNYiTXKnTEyrGa8GF2hHEN2GJ8gs/edit?usp=sharing long term contributors results]
=== Provide content priorities to contributors increase content creation ===
In order to check that hypotheses we want to test the followings tactics:
# Create a page listing l10n priorities
# Advertise l10n priorities on the MDN homepage

Latest revision as of 19:42, 19 July 2017

As part of 2016 research around community, the MDN team has tested some hypotheses. The first batch of hypotheses has been draft in October 2016 and the results are available below.

Summary of findings

See also this summary document.

Tactics Status Result Notes
Give away t-shirts
(long time contributors)
Done
(November 2016)
Negative Our first findings indicate that giving away t-shirt to long time contributors has no effect. It doesn't change their contribution behaviors neither reengage them if they've stopped contributing.

It is recommended to run another test with new contributors to see the effect it can have on that different population

Give away t-shirt
(New contributors)
? ?
Highlight top of the month contributors Done
(December 2016)
Positive See Top contributors tracking spreadsheet

Public promotion on Twitter had a positive effect on contribution by users whose Twitter handles were known and used. It is recommended to find ways to encourage contributors to add their Twitter handles to their profiles, as well as to start a program of thanking contributors on Twitter using their handles.

Publicly thank first-time contributors whose profiles contain Twitter handles Done
(July 2017)
Negative Contributors thanked on Twitter did not contribute again after being thanked.
Engage “one shot” contributors one month after their last contribution Done
(April 2017)
Negative Unthanked contributors were more likely to contribute again than thanked ones.
Engage first-time contributors one week after their first contribution Done
(April 2017)
Negative Thanked

contributors were no more likely to contribute again than unthanked ones.

Send a thank-you that shows contributors that someone read their contribution Done
(March 2017)
Negative See Tracking spreadsheet; thanked users were less likely to contribute after being thanked than unthanked contributors; note that the sample size was very small (20/21 in each cohort)
Thank l10n contributors from the last month Abandoned ? Many of the contributors in the one-month-later and one-week-later experiments were l10n contributors.
Create a page listing l10n prioritiess Done
(January 2017)
Positive See MDN L10n Priorities Status

Our findings tend to indicate that promoting such priorities can help contributor to focus. Even if the results are pretty small in number they demonstrate a positive trend on the period (against a global negative trend) for establish communities. However, as expected it has no effect on abandon communities or communities that do not interact with the team through the regular communication channel we are using.

Advertise l10n priorities on the MDN homepage Pending ? On hold pending homepage redesign

Hypotheses

The following hypotheses has been formulated based on the expectation we have on how to move our community metrics.

More interaction increases retention

In order to check that hypotheses we want to test the followings tactics:

  1. Engage “one shot” contributors one month after their last contribution

Personalized interaction increases retention

In order to check that hypotheses we want to test the followings tactics:

  1. Send a thank-you that shows contributors that someone read their contribution

The more we engage community the faster l10n content increases

In order to check that hypotheses we want to test the followings tactics:

  1. Thank l10n contributors from the last month

Increasing recognition will increase retention

In order to check that hypotheses we want to test the followings tactics:

  1. Highlight top of the month contributors
  2. Give away t-shirts

Provide content priorities to contributors increase content creation

In order to check that hypotheses we want to test the followings tactics:

  1. Create a page listing l10n priorities
  2. Advertise l10n priorities on the MDN homepage