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Posts tagged ‘Forsyth County’

TIGC Covid-19 March 28 Round-Up

Random Questions and Observations on Covid-19:

  • Why are the results from Georgia and North Carolina so different?  The two states have nearly identical populations — 10.6 million for Georgia versus 10.5 million for North Carolina, according to 2019 Census Bureau estimates — but have very different Covid-19 results so far.  I’ve been watching this for a while, thinking the numbers might even out.  They haven’t.  As of today’s morning report from both states’ public health agencies, North Carolina has tested more than 50 percent more people than Georgia but found less than half as many “positives” as Georgia, and with only a fraction of the hospitalizations and deaths, as this table shows. Ga NC ComparisonThe question is why.  There are obviously a lot of variables at play, but the two states probably have a lot more in common than not.  Based on news reports I’ve read, North Carolina Governor Roy Cooper, a Democrat, seems to have acted earlier than his Georgia counterpart, Republican Brian Kemp — but not that much earlier.  We’re probably going to have to wait for the smoke to clear to develop a truly useful analysis of this, but these differences are worth keeping an eye on.  It’d be interesting to see the AJC and the Charlotte Observer collaborate on a tick-tock plotting state and maybe major local actions across a timeline.
  • Like Sherman, Covid-19 continues its march through Georgia.  As of today’s late-morning report from the Georgia Department of Public Health, Covid-19 has now been found in 108 of Georgia’s 159 counties.  March 28 Counties with Confirmed CasesAs this map shows, the areas that have so far avoided reporting positive tests are almost entirely rural, including a swath of sparsely populated counties through east-central and southeast Georgia and another group of counties in west Georgia that somehow haven’t yet been pulled into the orbit of the Albany hot spot.  While the bulk of the positive tests and deaths are in Metro Atlanta, the rate of infection and Covid-19 deaths is much higher in South Georgia, as the table below shows.  Indeed, if you focus on Dougherty County and its six contiguous counties, the Covid-19 infection rate and death rate are, respectively, 6.7 times and 20 times that of TIGC’s Metro Atlanta region.MARCH 28 Regional Summary
  • Using smartphones to gauge mobility in the face of Covid-19.  One of the more interesting chunks of data to surface in the Covid-19 pandemic has come from a company called Unacast.  Unacast uses location tracking data from smartphones to track how far users travel each day and aggregates that data to see what that can tell us about whether people are following the guidance of their state and local leaders and limiting their local travel.  The data seems to lag by a few days and it’s still early, but it’s still interesting.  As of today’s report, four of the five best-behaving counties in Georgia are in Metro Atlanta — Forsyth, Dawson, Cherokee and Fulton counties.  The other top-five county was Clay County, which ranked second and had slashed its “average distance traveled” by 39 percent.  Clay County sits hard on the Alabama line in southwest Georgia, on the edge of the Albany blast zone, but has yet to report a single positive Covid-19 test.  You have to wonder if everybody in that county hasn’t gone inside and shut all their doors and windows.  You can find the Unacast data here.  Scroll down until you find the U.S. map, then click on Georgia and, when that map comes up, click on your county and wait for the data to come up.  It’s a little slow and clunky, but still useful.
  • Covid-19’s economic toll may be tougher on rural Georgia than Metro Atlanta.  The great recession hit Metro Atlantans harder than their rural Georgians.  That reality showed up first in IRS data and in total personal income data from the Bureau of Economic Analysis (BEA) and later in a BEA report on county-level gross domestic product.  As Covid-19 began to spread, I found myself thinking it might be tougher on rural Georgia.  If the Great Recession hit Metro Atlanta harder, it recovered faster and has since widened its economic, education and health gap with rural Georgia; rural Georgia has generally lost population and seen its local economies contract, which, I figured, left it in a weakened position to deal with a global pandemic.  Now comes Politico with a really good piece fleshing out my general concerns.  It’s worth reading.
  • While the Covid-19 data is still developing day-by-day, there are already some interesting oddities and riddles that are worth noting and wondering about:
    • College towns.  One early theory was that college towns would be hard hit, given their population of young people who still think they’re invincible.  Well, yes and no.  Clarke County, home of the University of Georgia, had 35 cases as of mid-day Saturday, just over half of the 67 reported by Carroll County, home of West Georgia College.  Those weren’t all that surprising.  The bigger riddles were Baldwin County (home of Georgia College and State University) with only two cases and Bulloch County (Georgia Southern) with a big goose-egg so far.  I haven’t found data on the number of tests given in each county, but both Baldwin and Bulloch are large enough that you’d have to think they’d conducted a fair number of tests.
    • Bartow County.  Other than Albany, Bartow County, just of I-75 north of Metro Atlanta, has emerged as the state’s second-hottest hot spot.  As of Saturday, Bartow County, with a population of about 106,000, had reported 116 cases, the sixth-most in the state, and its infection rate was second only to Dougherty County.  I am, I believe, reliably informed that the outbreak traced back to a large community gathering in Cartersville, but I haven’t found any published reporting on it and am going to hold off on the details for the time being.
    • Taliaferro County.  This tiny, impoverished county of about 1,700 people might be considered a prime target for Covid-19.  It’s located about a hundred miles east of Atlanta on I-20 and a far piece from any major healthcare facilities.  As it’s worked out so far, it’s one of only two counties on that route between Atlanta and Augusta that still hasn’t reported a positive Covid-19 test (neighboring Warren County is the other).  One likely reason is a paucity of testing in the county, but another could be an early decision by the local school superintendent, Allen Fort.  As Jim Galloway reported nearly two weeks ago, Fort didn’t wait for guidance from Governor Kemp or anybody else; he acted on his own and sent all his students home.  In doing so, he may have flattened the curve in his little county.

Stay tuned.  I’ll follow up with more early next week.

Putting the divide between Georgia’s rural and urban counties into perspective

One of the hard things about telling the “Trouble in God’s Country” story is figuring out how to explain the magnitude of Georgia’s urban-rural divide in ways that are actually useful – to the general public as well as policy makers.    It’s not exactly news that Metro Atlantans are more prosperous economically, better educated and healthier than their country cousins.

And, we’ve long had various types of county rankings, and one county is always No. 1 and another is No. 159.  (Right now, Forsyth County ranks first in most categories you can come up with, and we have something of a barroom brawl amongst a fair-sized group counties to see which is at the bottom of the heap in Georgia.  More later on this.)

But rankings don’t give you a real sense of the gap between Georgia’s best and worst, or whether that gap is getting bigger or smaller.  Lately I’ve been wallowing around in various piles of national and 50-state data to see if I could find anything that might be helpful.  I’ve still got more work to do, but herewith a few nuggets from my wallowing to date:

  • The gap between Georgia’s best-off and worst-off counties is probably bigger than in just about any other state. I’ve got a couple of sources on this.  One is from a Washington think tank called the Economic Innovation Group (EIG).  EIG has pulled together several tons of economic, educational, poverty and housing data on all 3,000-plus counties in the country and generated what it calls a “Distressed Communities Index,” or DCI, for each county.  Then it used those index scores to create national rankings.  The best possible DCI is 1 and the worst is 100.  For 2017, the top Georgia county in EIG’s rankings was Oconee County, with a DCI of 1.1 (Forsyth County came in second with a DCI of 1.6).  Oconee ranked 34th nationally; Forsyth, 49th.  At the very bottom of the EIG rankings, in 3,124th place, was Stewart County, with a DCI score of 99.9.  That’s about as big a divide as you can find.  Also worth mentioning: Stewart County had some real competition for that last-place finish.  Five other Georgia counties were nipping at its heels in a race to the bottom: Macon, Hancock, Calhoun, Wheeler and Taliaferro counties all had Distressed Community Indexes of more than 99.
  • My second pot of data on this comes from the folks at County Health Rankings & Roadmaps. Because their data is presented on a state-by-state basis, it takes a little work to build a national picture.  Their report includes premature death rates for 2,900 counties (a couple of hundred had such small populations that they couldn’t generate reliable rates).  Premature death rates – known formally as Years of Potential Life Lost before Age 75, or YPLL 75 – are sort of the Dow Jones Industrial Average of population health.  It’s the best single number to watch to get a feel for the general health of a community.  (EIG, by the way, doesn’t include any health data in its DCI calculations, so this is a useful complement to its work.)  In these rankings, Forsyth is the top-ranked Georgia county and Oconee came in 2nd; their national ranks were 55th and 185th, respectively, and their respective YPLL 75 rates were 4265 and 5283 (with YPLL 75 rates, the lower the number, the better).  At the bottom of this list of 2,900 counties, we find a somewhat different list of Georgia counties.  Miller County came in 2,866th with a YPLL 75 rate of 15646; Warren County did a little better, finishing 2,862nd with a rate of 15422.  Twiggs County came in 2,850th with a score of 15001 and Quitman County finished at 2,841st with a rate of 14,797.  These are truly third-world numbers and obviously among the worst in the nation.
  • One of the things that becomes clear from studying the EIG and County Health Rankings data is that it’s not just rural areas that are in trouble. Just about every major population center outside Metro Atlanta ranks poorly nationally on just about every metric available.  Worst-off is Albany, which posted a 2017 EIG Distress Score of 99.1 and finished 8th on EIG’s list of America’s most-distressed small cities – just barely ahead of Flint, Michigan.  But most of Georgia’s other regional cities didn’t fare a lot better.  On EIG’s list of cities with populations of more than 50,000, Athens-Clarke County, Augusta-Richmond County, Columbus and Valdosta all finished in the bottom quintile nationally, and Savannah just barely avoided falling into the lowest grouping.  (For some reason, EIG didn’t include Macon on its list of Georgia cities, but Bibb County was the second-worst major Georgia county on EIG’s county list, not far ahead of Albany’s Dougherty County.)  The City of Atlanta was in the middle of the pack nationally, with a DCI score of 59.6.  At the top of the Georgia pile was the City of Alpharetta, which ranked 21st nationally with a Distress Score of 2.6 (again, contrast that with Albany’s 99.1 and you find about as big a divide as possible between otherwise comparable Georgia cities).  I won’t go into detail here, but the same is generally true with the County Health Rankings data; Muscogee, Bibb, Richmond and Dougherty all finish in the bottom 500 of the 2,900 counties it ranked nationally.

I think this is important because I’ve long believed that any effort to improve Georgia’s rural areas has to include – and probably start with – the regional hub communities.  Whether they like to admit it or not, rural areas depend on those major populations centers for a wide range of support systems, including employment, healthcare, education and shopping.  If the Macons and Augustas are allowed to slip past some hard-to-discern tipping point, it may well doom dependent rural areas for multiple generations.  As a practical matter, it may already be too late for Albany and much of Southwest Georgia, where the population that isn’t already packing up and leaving is among the least-educated and least-healthy in the nation (if not the world).

——————–

Following are four tables showing the top and bottom 10 Georgia counties in the Economic Innovation Group’s 2017 Distressed Communities Index scores and rankings, and premature death rates as published by County Health Rankings & Roadmaps.  The national rankings shown with the premature death data were developed by the writer by assembling a spreadsheet combining County Health Rankings & Roadmap’s from all 50 states and the District of Columbia.

EIG Top 10 Georgia Counties – 2017
County Region EIG Distress Score EIG National Rank
Oconee North Georgia 1.1 34
Forsyth Metro Atlanta 1.6 49
Cherokee Metro Atlanta 2.9 92
Fayette Metro Atlanta 4.9 152
Paulding Metro Atlanta 5.2 163
Coweta Middle Georgia 5.6 174
Cobb Metro Atlanta 6.1 191
Harris Middle Georgia 8.3 261
Henry Metro Atlanta 11.6 362
Gwinnett Metro Atlanta 12.0 375

 

EIG Bottom 10 Georgia Counties – 2017
County Region EIG Distress Score EIG National Rank
Jefferson Middle Georgia 97.8 3,057
Sumter South Georgia 98.1 3,065
Lanier South Georgia 98.4 3,075
Telfair South Georgia 98.9 3,093
Macon Middle Georgia 99.1 3,099
Hancock Middle Georgia 99.5 3,110
Calhoun South Georgia 99.7 3,117
Wheeler South Georgia 99.8 3,119
Taliaferro North Georgia 99.8 3,120
Stewart South Georgia 99.9 3,124

 

County Health Rankings & Roadmaps

Top 10 Georgia Counties for Premature Death (2015-2017)

County Region Premature Death Rate National Rank
Forsyth Metro Atlanta 4265 55
Oconee North Georgia 5131 185
Gwinnett Metro Atlanta 5283 223
Fayette Metro Atlanta 5521 278
Cobb Metro Atlanta 5605 299
Cherokee Metro Atlanta 5654 315
Columbia North Georgia 6084 466
Harris Middle Georgia 6104 476
Wheeler South Georgia 6384 581
Echols South Georgia 6476 633

 

County Health Rankings & Roadmaps

Bottom 10 Georgia Counties for Premature Death (2015-2017)

County Region Premature Death Rate National Rank
Crisp South Georgia 11837 2,639
Emanuel Middle Georgia 11862 2,645
Clinch South Georgia 12262 2,694
Clay South Georgia 12341 2,706
Jeff Davis South Georgia 12805 2,742
Candler South Georgia 13551 2,792
Quitman South Georgia 14797 2,841
Twiggs Middle Georgia 15001 2,850
Warren Middle Georgia 15422 2,862
Miller South Georgia 15646 2,866

 

© Trouble in God’s Country 2019

A Data Mash-Up: University System of Georgia vs. Georgia Department of Corrections. It’s not pretty.

Spend much time sifting through reams of data about Georgia counties and sooner or later you’ll stumble across an interesting factoid you weren’t even looking for.

Here’s one example: Georgia convicts more people of crimes than it sends to college.

Maybe that’s not surprising, but it still seems a little troubling, and it may be one reasonable indicator of the overall social health of a community.

I was pursuing two different lines of research – one with University System data and the other with Department of Corrections statistics – when I noticed the contrast.

Ten years ago, in 2006, 36,202 Georgians matriculated as freshmen at one of the state’s colleges or universities, according to University System of Georgia data.  That same year, a total of 66,255 were either convicted or pled guilty to crimes, according to Georgia Department of Corrections (DOC) data.  This group included 44,762 who were placed on probation and another 21,493 who were sent to prison.  That works out to 1.83 convicts for every college freshman.

Ten years later, by 2015, that ratio had improved.  The number of college freshmen was up to 42,908 and the number of total convicts was down to 59,111, giving us about 1.38 new people entering the corrections system for every new college freshman.

That improvement was not, however, spread evenly across the state.  In 2006, all five of our Trouble in God’s Country regions – Metro Atlanta, Coastal Georgia, Middle Georgia, North Georgia and South Georgia – were cranking out more convicts than college freshmen.

By 2015, Metro Atlanta had turned that around and was producing a few more college freshmen than total convicts – 22,903 college freshmen to 22,042 convicts.  The other four regions still had negative college freshmen-to-convict ratios.

The key driver in that change has been a gradual but steady shift in where Georgia’s college freshmen come from.

What might be called a “regional share of criminals” went largely unchanged between 2006 and 2015.  Every single region finished the 10-year stretch within a single percentage point of where it started.  Metro Atlanta’s share of new convicts was exactly the same in 2015 as it had been in 2006 – 37.3 percent.  Coastal Georgia and Middle Georgia saw their shares drop by a fraction of a point, while North Georgia and South Georgia each eked up by less than a point.

But the distribution of college freshmen did change significantly.  In 2006, 46.2 percent of Georgians enrolling at the state’s colleges and universities came from our 12-county Metro Atlanta region; by 2015, that number was up to 53.4 percent.  All four other regions saw their share of college freshmen decline at least slightly, with our 56-county South Georgia region taking the biggest hit; it was down from 14.1 percent of college freshmen in 2006 to 10.6 percent in 2015.

I mentioned above that the state’s convict population falls into two categories – those who are placed on probation (presumably for lesser crimes and/or plea deals) and those who actually go to prison.  Because that overall convict population is larger than the number of college freshmen we produce each year, it follows that most individual counties would fit that profile, and that is indeed the case.  Of Georgia’s 159 counties, 141 produced more criminals than college freshmen in 2015.

Of those, 22 actually sent more people to prison than to college.  That list of counties earning that dubious distinction is as follows:

 

Region County 2015 College Freshmen 2015 Prison Admits
Middle Baldwin 83 85
South Ben Hill 51 94
North Chattooga 47 118
South Clay 5 9
North Elbert 45 59
North Floyd 334 420
North Franklin 40 61
North Greene 40 46
North Hart 44 70
Middle Jones 69 82
South Lanier 5 16
North Madison 59 63
Middle Meriwether 65 72
Middle Richmond 531 558
Middle Spalding 185 212
North Stephens 50 71
North Taliaferro 3 6
North Towns 16 18
Middle Treutlen 26 27
Middle Troup 206 267
Middle Twiggs 19 20
North Walker 134 173

At the other end of the spectrum, 16 counties produced more college freshmen than total convicts (prison admits and probationers combined).  Here’s that honor roll:

Region County 2015 College Freshmen 2015 Criminal Convicts (Prison Admits & Probationers)
Coastal Bryan 239 96
Coastal Camden 241 188
Atlanta Cherokee 1,117 920
Middle Columbia 764 588
Coastal Effingham 306 229
Atlanta Fayette 784 471
Atlanta Forsyth 1,268 548
Middle Glascock 12 8
Atlanta Gwinnett 5,664 3679
Atlanta Henry 1,362 935
South Lee 216 111
North Oconee 305 65
Atlanta Paulding 587 346
Middle Pike 106 20
South Schley 38 25
South Turner 45 40

Probably the strongest performer in this category is fast-growing Forsyth County, which also posts some of the state’s strongest economic, educational and public health numbers.  Even a decade ago, in 2006, Forsyth County was already sending more people to college than into the criminal justice system, and it’s widened the gap considerably in the 10 years since then, as this chart shows.

Forsyth County Chart

In 2006, Forsyth sent 150 more people to college than into the criminal justice system; by 2015, it was sending more than two people to college for each one it convicted of a crime.

Just about the entire Metro Atlanta region performed well in this area, however.  Of the 12 counties in our Metro Atlanta region, all but one saw its ratio of college freshmen-to-convicts improve over the 10-year period.  The exception was Fayette County.  It still finished on the honor roll (above) of counties sending more people to college than into the criminal justice system, but nonetheless finished the 10-year period with slightly poorer numbers.

Copyright (c) 2016 Trouble in God’s Country

 

 

 

Forsyth County moves to the top of the 2015 TIGC Power Ratings

With the publication Wednesday of the Robert Wood Johnson Foundation’s 2015 County Health Rankings, we can indeed report that, as expected, Forsyth County has slipped past perennial leader Oconee County and claimed 1st place in the 2015 Trouble in God’s Country Power Ratings. Read more

A new Power Ratings champ?

Every year during the old Partner Up! for Public Health campaign, we built a major part of the annual publicity effort around what we called Power Ratings that paired county health rankings produced by the Robert Wood Johnson Foundation with county economic rankings generated each year by the Georgia Department of Community Affairs (DCA).

Throughout the 2010-through-2014 period for which we compiled rankings, Oconee County reigned supreme.  For each of those five years, it was No. 1 in DCA’s economic rankings,[1] which are generated by a formula that incorporates local unemployment and poverty rates along with local per capita income.   And, it ranked either 2nd or 3rd in RWJ’s annual health outcomes rankings, which are based on a formula that includes premature death rates, the percent of the population reporting being in poor or fair health, number of days worked missed for reasons of physical or mental health, and low birthweight. Read more