Paul Thomas was a classroom teacher for many years in South Carolina. He decided to become a professor of education, and eventually joined the faculty at Furman University, first class liberal arts institution in South Carolina.
He writes here about the improbability of miracles. I disagree with Paul Thomas on one point: Miracles are not only unlikely or improbable. There are NO miracles in education. My friend Mike Klonsky of Chicago said to me years ago. “If you are looking for a miracle, go to church, not to school.”
In all my years, I have found no reason to doubt this wisdom.
My entire career in education, begun in the fall of 1984, has been during the accountability era of education that is primarily characterized by one reality—perpetual reform.
The template has been mind-numbingly predictable, a non-stop cycle of crisis>reform>crisis>reform, etc.
Another constant of that cycle is that the crisis-of-the-moment has almost always been overblown or nonexistent, leading to reforms that fall short of the promised outcomes. Reforms, ironically, just lead to another crisis.
But one of the most powerful and damning elements in the crisis/reform cycle has been the education miracle. [1]
Two problems exist with basing education reform on education miracles. First, and overwhelmingly, education miracles are almost always debunked as misinformation, misunderstanding of data, or outright fraud. Research has shown that statistically education miracles are so incredibly rare that they essentially do not exist.
Second, even when an education miracle is valid, it is by definition an outlier, and thus, the policies and practices of how the miracle occurred are likely not scalable and certainly should not be used as a template for universal reform.
Those core problems with education miracles have prompted the attention of Howard Wainer, Irina Grabovsky and Daniel H. Robinson, who have analyzed the reading reform miracle claims linked to Mississippi:
In 1748, famed Scot David Hume defined nature. He elaborated such a law as “a regularity of past experience projected by the mind to future cases”. He argued that the evidence for a miracle is rarely sufficient to suspend rational belief because a closer look has always revealed that what was reported as a miracle was more likely false, resulting from misperception, mistransmission, or deception….
A careful examination confirms that enthusiasm to emulate Mississippi should be tempered with scepticism….
In short, the authors followed a key point of logic: If something seems too good to be true, then it is likely not true.
In their analysis, On education miracles in general (and those in Mississippi in particular), they focused on two of the key problems with the story about Mississippi’s outlier grade 4 reading scores (in the top quartile of state scores) on NAEP: What is the cause of the score increases? And, why are Mississippi’s grade 8 reading scores remaining in the bottom quartile of state scores?
They found, notably, that Mississippi’s instructional reform, teacher retraining, additional funding, and reading program changes were not the cause of the score increases, concluding:
But it was the second component of the Mississippi Miracle, a new retention policy, perhaps inspired by New Orleans’ Katrina disaster a decade earlier, that is likely to be the key to their success….
Prior to 2013, a higher percentage of third-graders moved on to the fourth grade and took the NAEP fourth-grade reading test. After 2013, only those students who did well enough in reading moved on to the fourth grade and took the test.
It is a fact of arithmetic that the mean score of any data set always increases if you delete some of the lowest scores (what is technically called “left truncation of the score distribution”)….
In short, Mississippi has inflated grade 4 NAEP scores, but that is unlikely evidence that student reading proficiency has improved. This is not a story about reading reform, but about “gaming the system”:
It is disappointing, but not surprising, that the lion’s share of the effects of the “Mississippi miracle” are yet another case of gaming the system. There is no miracle to behold. There is nothing special in Mississippi’s literacy reform model that should be replicated globally. It just emphasises the obvious advice that, if you want your students to get high scores, don’t allow those students who are likely to get low scores to take the test. This message is not a secret….
Wainer, Grabovsky and Robinson’s analysis also needs to be put in context of two other studies.
First, their analysis puts a finer point on the findings by Westall and Cummings, whose comprehensive review of contemporary reading reform found the following: Third grade retention (required by 22 states) is the determining factor for increased test scores (states such as Florida and Mississippi, who both have scores plummet in grade 8), but those score increases are short-term.
Next is a recent study on grade retention. Jiee Zhong concluded:
[T]hird-grade retention significantly reduces annual earnings at age 26 by $3,477 (19%). While temporarily improving test scores, retention increases absenteeism, violent behavior, and juvenile crime, and reduces the likelihood of high school graduation. Moreover, retained students exhibit higher community college enrollment but lower public university attendance, though neither estimate is statistically significant.
Grade retention masquerading as reading reform, then, is fool’s gold for inflating test scores, but it is also harming the very students the reform purports to be helping.
The evidence now suggests that reading reform should not be guided by miracle claims; that no states should be looking to a miracle state for reading reform templates; that the so-called “science of reading” movement is mostly smoke and mirrors, and should be recognized as the “science of retention”; and that grade retention policies are distorting test scores at the expense of our most vulnerable students in life changing ways.
[1] Thomas, P.L. (2016). Miracle schools or political scam? In W.J. Mathis & T.M. Trujillo, Learning from the Federal Market-Based Reforms: Lessons for ESSA. Charlotte, NC: IAP.
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Years ago my school district started a reading recovery program for struggling first grade students. The program was effective, but expensive to operate, since each student received individualized instruction. Graduates of the program seem to be able to function well in reading for two or three years. However, when these students attended to middle school, their scores dropped, and the “middle school lag” that was consistent with the lower scores of disadvantaged students.
The truth is it is much easier to get students to learn a discrete set of skills like phonics than reading comprehension, which is far more complex and depends on prior knowledge and vocabulary development. In Mississippi or any other place that retains 3rd graders, there will be a seeming growth that will likely be followed by decline. While so much attention is given to K-3 reading, educators should continue to help older students develop reading fluency, vocabulary growth and prior knowledge because as Frank Smith notes “reading is thinking.”
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I don’t notice those materials addressing the fact that “The average age of Mississippi’s fourth grade test-takers was almost identical in 2002 and 2017” as perhttps://fordhaminstitute.org/national/commentary/mississippi-rising-partial-explanation-its-naep-improvement-it-holds-students
Gemini AI claims that 3rd grade retention rates had significantly increased after the 2013 law, but also cites the lack of change in 4th grade test-taker age:
I asked:”How could there be a substantial increase in retention without a corresponding increase in age? Is the fordham institute analysis of age accurate?”
Its response (which I’ve not confirmed)Summary:The apparent contradiction—rising retention without rising average age—is explained by Mississippi’s historically high baseline of retention prior to 2013. The Fordham Institute’s analysis is considered accurate; they retracted their initial theory (that retention artificially boosted scores) after NAEP demographic data proved that Mississippi 4th graders in 2017 were the same age as those in 2002.How This Is Possible (The “Hidden” Retention)Your confusion is mathematically valid: if you hold back more students, the average age should rise. The fact that it didn’t reveals that Mississippi was already retaining a significant number of students before the law—just differently.Displacement, Not Addition: Before the 2013 “Third Grade Gate,” Mississippi districts frequently retained students in Kindergarten, 1st, and 2nd grade, or in 3rd grade under local policies. The 2013 law consolidated this retention at the 3rd-grade level. The total number of students who had repeated a grade by the time they reached 4th grade remained roughly stable (around 28–31%), even as the specific 3rd-grade retention rate spiked.The “Illusion” of Low Rates: The “3% retention” figure cited for pre-2013 specifically referred to 3rd grade. It did not account for the high rates of retention in K–2, which kept the overall cohort age higher than the national average long before the reforms.Accuracy of the Fordham Institute AnalysisThe Fordham Institute’s analysis is viewed as accurate because it is based on federal NAEP demographic data, not state-reported data.The Correction: Fordham researchers initially hypothesized that “the Mississippi Miracle” was a statistical trick caused by holding kids back (making 4th graders older and more mature).The Data Check: When they pulled the actual birth dates from the NAEP files, they found the average age had not changed between 2002 (pre-reform) and 2017 (post-reform).Conclusion: This forced them (and critics) to conclude that the test score gains were not simply due to older students taking the test, as the “age advantage” was already baked into Mississippi’s results for decades.Failure vs. Actual RetentionAnother factor reducing the age impact is that the “failure rate” on the reading test was much higher than the actual retention rate due to exemptions:High Failure, Lower Retention: In 2015, ~15% failed the test, but only ~8% were retained.Good Cause Exemptions: Many students who failed were promoted anyway because they were English Learners, students with disabilities, or had already been retained once (preventing them from aging further).
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Thank you, Stephen Ronan! I have been following MS’s so-called ‘miracle’ for a few years, and ran across a part of this info a while back. That “part” was stats on % 3rd graders (only) retained pre-2013 reading program, and after. In the yrs leading up to the 2013 establishment of the new reading program, MS typically held back 8%-9% of 3rd graders. In recent yrs, tho 15% failed their first reading test attempt, upon retesting, the number held steady at 8%-9%. That contradicts this study claiming that increased retention of 3rd graders is the driver of higher 4th grade reading scores.
The study you reference fills in missing data: MS has [and has had, historically] a high rate of retention/ repeat for K-2nd graders as well. That’s how they end up with (according to another study) as many as 30% of 4th-grade NAEP test-takers having had the advantage of an extra year of instruction during K-3.
So this leaves a mystery as to how MS 4th graders’ NAEP reading scores have increased from bottom quarter to national average in the dozen yrs since 2013 beginning of new reading program. Perhaps we need to give them benefit of doubt: all the focus on reading around K-3 since 2013 showed positive results. I would tend to attribute this to $ poured into teacher training, tutors/ reading coaches, summer reading programs.
However, proof of the pudding [that it’s not a ‘miracle’] is that MS 8th-grade reading scores continue to be in the bottom quarter, just as they long were before the new reading program. Perhaps if MS poured an equivalent $amount into 4th through 8th grade teacher-training, tutors/ reading coaches, summer reading programs, the 8th-gr reading scores too could reach national average.
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Ginny,
Read my 9 am post this morning. Heavy emphasis on phonics may lead to higher scores but bot to better comprehension.
Intensive prepping for tests (as Daniel Koretz has written in his books) can raise test scores , but use a different test that was not the one prepped for and scores go down.
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It helps me to understand the value of substantial improvements in 4th grade reading skills to imagine myself in a country with a wholly different alphabet, like Amharic or Arabic, and to contemplate how greatly better off I’d be to have the reading ability of a capable 4th grader regardless of whether I later could interpret poetry or complex texts highly skillfully.
But still, I’d agree with you that expansion of intensive competent attention to literacy in grades 4 to 8 would be an appropriate priority.
And, In Mississippi, it continues to be, increasingly, doesn’t it? The idea that 8th grade Mississippi NAEP reading results somehow negate the apparent progress achieved by 4th grade seems inadequately supported… unless I’m missing something.
In 8th grade, as well as 4th grade, the Misssissippi results seem worth celebrating when considering the Urban Institute’s adjustment for demographicshttps://www.urban.org/research/publication/states-demographically-adjusted-performance-2024-national-assessment
The colums there can be sorted by clicking on the header and show Mississippi rating #1 in the nation in fourth grade. Merely #4 in the nation in 8th grade? Not too shabby.
Has that Urban Institute analysis been invalidated by aspiring debunkers?
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In Mississippi, 32% of 8th grade white students scored at or above proficient, compared to 13% of Black students, on 2024 NAEP
47% of Black 8th grades scored below basic (which is the lowest rating, suggesting that these students are having difficulty reading.)
43% of white 8th graders in Mississippi were below basic.
Nationally, about 33% of all students in 2024 were below basic.
Nationally, in 2022, 22% of white 8th graders were below basic. The figures have not yet been broken out by race for 2024, but since scores generally declined, it’s probably in the mid-20s for white students in 8th grade.
Mississippi is improving but it still has a long way to go.
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Diane: “43% of white 8th graders in Mississippi were below basic.””Nationally, about 33% of all students in 2024 were below basic.”
While white Mississippian per capita income is 47th in the nation, far below state averages for white residents.https://www.americashealthrankings.org/explore/measures/PerCapIncome/PerCapIncome_white/MShttps://www.americashealthrankings.org/explore/measures/PerCapIncome/PerCapIncome_blacks/MS
“Mississippi is improving but it still has a long way to go.”
Indeed. Very impressive improvement, worthy of emulation, albeit not miraculous.
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With no change in the social-political-economic conditions that keep Black people down in Mississippi, the reading scores won’t make much difference.
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T]hird-grade retention significantly reduces annual earnings at age 26 by $3,477 (19%).
I do not believe in the Mississippi Miracle, nor do I believe the above statement should be marshaled to argue against it. When people like Rhsm Emanuel tout the Miracle in their run for office, they are being transparent in their ignorance of statistics. Of course more mature students look better for a bit. At the same time, citing a reduction in income as a result of retention policy ignores a good number of other causes for this stat. People that are poor are more likely to have kids that struggle, and starting out poor hurts your chances of being in the right boat when that rising tide comes.
I like the adage that things that are too good to be true are usually false. I would add that the obvious is probably the best explanation.
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Your doubts about that finding are doubly warranted, Roy, because the cited study explicitly sought to identify the effects of grade retention in the absence of associated, concentrated remediation efforts that are essential to the Mississippi model.
The author of those findings re: income, Jiee Zhong, in his conclusion, alludes to Florida third-grade retention, which like Mississippi is accompanied by intensive remedial supports, stating that “this post-retention remediation makes it challenging to isolate the effects of remediation from those of grade retention. As a result, research on Florida’s policy can only reveal the combined impact of grade retention and remediation” and for that circumstance he cites research finding “no significant impact on absenteeism, high school graduation, and college enrollment”. Or for that matter, income. He does just allude to findings of “increased disciplinary incidents” (with those effects apparently concentrated among economically disadvantaged boys).
Jiee Zhong also cites, in passing, another study whose abstract in its entirety is this:”In this study, we use microdata from 12 Florida county-level school districts to examine the effects of early grade retention on the short-, medium-, and long-term outcomes of English learners in a regression discontinuity design. We find that retention in the third grade coupled with instructional support substantially improves the English skills of these students, reducing the time to proficiency by half and decreasing the likelihood of taking a remedial English course in middle school by one-third. Grade retention also roughly doubles the likelihood of taking an advanced course in math and science in middle school, and triples the likelihood of taking college credit-bearing courses in high school for English learners. We do not find any adverse effects of the policy on disciplinary problems or absences among English learners.”https://www.sciencedirect.com/science/article/abs/pii/S0047272720300487
I have yet to see any research that, in actuality, debunks the Mississippi Mir… oops… the Mississippi disciplined, well-focused improvements in the amount and quality of reading instruction. But if any exists, I’d be curious.
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When George Dubya Bush signed the NCLB into law, damed law, I was an English teacher in Watts. I thought to myself, How was I going to make my students score higher on the test? And I immediately realized an immutable fact. I wasn’t. Period. It was not and is not possible without cheating. Period. Anyone who believes otherwise is an ignorant and gullible fool. Full stop.
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