Showing posts with label Activity and Retention. Show all posts
Showing posts with label Activity and Retention. Show all posts

Tuesday, October 8, 2013

Convert and Member of Record Baptisms, and Deaths

The Church of Jesus Christ of Latter-day Saints reports convert baptism for the world (April Conference Statistical Reports), but does not break down the numbers by smaller geographic units like countries, states, missions or stakes.  The researcher in me recoils at this lack of data but the member in me rejoices at the frugality in the expenditure of tithes.  Building on prior work, I use demographic data by country to break down the increase in membership by country into convert baptisms, member of record baptisms and deaths. 
The Church also reports membership by country on an annual basis at the Church Newsroom.  I used that data to calculate the change in membership from 2011 to 2013.  This is the second piece of the puzzle.  The change in membership is equal to child of record baptisms plus convert baptisms less deaths and excommunications.  I used demographic data from the CountryData function of Wolfram’s Mathematica program to estimate proxies for child or record baptisms and deaths.  Excommunications are reported to be a small percentage of the change in membership and, because I could not devise a proxy, I assumed them to be zero.  This will create a slight downward bias in my estimate of child or record births and convert baptisms.
I estimated child baptisms by multiplying the birth rate by the church membership for each country.  Not all children born into the Church will be baptized.  I multiplied the Seminary enrollment rates reported in “Seminary Activity Rates by Country,” to reduce the births to Church members to an estimate of the number of births that were baptized as members.  This number is likely to be a lower bound as death and inactivity grow as members age; initial estimates of child or record baptisms will be too low and convert baptisms, too high.  To summarize, child of record baptisms are estimated multiplying membership by both the birth rate and the Seminary enrollment rate.  Deaths were easier to estimate.  I multiplied church membership by the death rate. 
With the change in membership, child of record baptisms and deaths in hand, I estimated convert baptisms by country.  I then summed my estimate of convert baptisms and found that they exceeded actual convert baptisms.  I then multiplied convert baptisms for each country by a factor of .79114 to produce an estimate of convert baptisms by country that summed to the correct number.  This implies that the number of child of record baptisms or deaths by country was too low.  Using my estimates of convert baptisms, I made a second estimate of child of record baptism by country by multiplying the original estimate until the new estimate plus the estimate of convert baptisms less deaths summed to the correct worldwide total.  The estimates are presented in the table in the second portion of the post.   

Sunday, October 6, 2013

Convert Baptisms and Missionaries

converts to baptisms

Having identified variables that influence the supply for missionaries, and estimated the enrollment rate for seminary, I am ready to move in a new direction, identifying variables that influence the demand for the gospel as measured by the number of convert baptisms.  The data used was provided by “Statistical Reports” given in each April General Conference.  The graph, “Missionaries Serving and Convert Baptisms: 1977-2012” displays the data.  There is a statistically significant relationship between the number of missionaries and the number of convert baptisms.  For those interested in the statistical details, I regressed the number of convert baptisms on the number of missionaries for the entire time period.  Both the intercept term and the slope are statistically significant (2.49162, 3.50198), and the slope has the correct sign; it is positive.  Convert baptisms increases as more missionaries preach the gospel. 

converts to baptisms ratio

The graph, “Convert Baptisms to Missionaries: 1977-2012,” shows the ratio of convert baptisms divided by then number of missionaries. The ratio has declined over the time period for which I have data.  Baptisms are harder to come by but why? 

Sunday, September 15, 2013

Enrollment Rates in Seminary by State

Seminary Enrollment Rate 2012            Seminary Enrollment Rate 2008
Seminary Rate US 2012Seminary Rate US 2008
I originally wanted to use the Seminary enrollment rate as a proxy for activity in The Church of Jesus Christ of Latter-day Saints; on a country by country basis, the seminary enrollment rate is close to activity rates estimated by other or reported by the Church.  For the United States, I believe they overestimate the actual enrollment rate.  To understand why, I must explain how I calculated the rates.
The seminary enrollment rate is equal to the number of students enrolled in Seminary divided by the seminary age youth in the Church.  I did not know the latter number, so I estimated it by calculating the ratio of seminary age youth in each state by the state’s population and multiplied this ratio by the membership in the state.  If the Church membership has the same age distribution as the state as a whole, my estimates will be unbiased.  Because the birthrate of Church members may be higher than the nation as a whole, the seminary enrollment rates may be biased upward. 

Friday, September 6, 2013

Institute Activity Rates by Country? Help!

Institute Activity World Map
As I present numbers that may give insights into the progress of The Church of Jesus Christ of Latter-day Saints, I hope my love for the Church, its members and those who guide it is apparent.  That love poses problems for my work as a researcher; it is a bias. The problem is not unique as all researchers confront bias.  It is how that bias is confronted that matters.  I believe that my bias propels care in measurement to accurately portray the Church as it is. I hope to inform and inspire.
The performance ratio I present here, the institute activity rate for a country, is based on a similar calculation as the seminary activity rate for a country that I presented in “Seminary Activity Rates by Country” and is presented below the body of the text.  The critical assumption in both ratios is that the percentage of a country’s population of an age demographic, 14 to 17 for seminary students and approximately 21 to 24 for institute students mirrors the percentage of the Church population in the same demographic.  The assumption may be accurate for seminary activity ratio but obviously fails in a wide range of countries for the seminary activity ratio.  It is the failure that suggests the most interesting question: why did it fail?

Monday, September 2, 2013

A Comparison of Activity Rates

This morning I posted Seminary Activity rates by country for over 70 countries.  I was straining to find other estimates of activity rates.  After posting my article, I went to one of my favorite websites, “LDS Church Growth” and learned that they had published  the August news letter, in which they link to an article, “Census Data” by Matt Martinich.  The article reports data on religious affiliation according to the national censuses of nine countries and Martinich’s estimates of activity rates for those countries.  He divided the number of people who list LDS affiliation by membership for that country as an estimate of activity;  he does not describe how the estimates were made.  I produced seminary activity rates for eight of the nine countries and they seem to be in the ballpark.  Well, maybe Fiji is a foul ball but it didn’t leave the stands. 

A Comparison of Activity Rates by Country



Country



Census

Cumorah Estimated
Activity


Seminary Activity

Australia 2006 46% 25-30% 42.4%
Brazil 2000 26% 25% 24.5%
Chile 2002 20% 12% 18.6%
Fiji 1996 32% 20-30% 42.7%
Ireland 2006 46% 35% 40.0%
Mexico 2000 23% 20-25% 25.8%
New Zealand 2006 45% 35-45% 37.3%
Samoa 36.7% 35-40% 31.4%
Tonga 2006 38% 30-35% 40.4%

Martinich describes the weaknesses of reported census affiliation.

Although census data number among one of the most objective and reliable methods for ascertaining member activity rates, there are several limitations to these data.  First, individual countries vary in who they count as religious affiliates depending on age and family status.  Religious status is identified by the head of the household for the entire family in some censuses.  Children under a certain age are also not reported as religious adherents in some nations, such as children under five in the 2000 Mexican census, whereas children of member families are included in nominal and active membership statistics.  Consequently many active youth may not be counted as Latter-day Saints on the census.  Second, self-affiliation does not ensure active participation in church.  Some inactive or less-active members continue to identify as Latter-day Saints but do not live church teachings and participate in services.  Furthermore, not all active members are self affiliated on the census as is the case with many youth from part-member families.

One other reason for lapsed members not to affiliate with the Church might be added,  In much of Europe, the Church has only obtained the “lower tier” of legal recognition and members might be at a disadvantage in divorce, adoption and even employment.  (Armand L. Mauss, “Can There Be A “Second Harvest”? : Controlling the Costs of Latter-day Saint Membership in Europe”).  Similar de facto and de jure restrictions may exist in Latin and South America.  Unless you are an active member of the Church, there isn’t much of a reason to affiliate with it, driving down the affiliation rate towards the activity rate. 

Seminary Activity Rates by Country

Activity World Map
God really did create people equally.  There is no chosen people, at least in the sense that they are spiritually superior to others.  Differences in devotion are the product of political, economic and religious institutions of each country.  My purpose in estimating seminary activity rates by country is to enable a search for institutions that might impede Church growth and devise methods to overcome their influence so as to maximize the number of sons and daughters of God who win exaltation through the atonement of Christ Jesus.  Just as there is no superior people, the Lord does not play favorites for he “inviteth them all to come unto him and partake of his goodness; and he denieth none that come unto him, black and white, bond and free, male and female; and he remembereth the heathen; and the heathen; and all are alike unto God, both Jew and Gentile.”