Showing posts with label GIGO. Show all posts
Showing posts with label GIGO. Show all posts

Saturday, February 08, 2020

Question Err?

“Presumably, if workers earned income in a retirement account, it is safe to assume that they had a retirement account…”.

Ya think?

That somewhat self-evident statement is drawn from a recent Issue Brief by the non-partisan Employee Benefit Institute (EBRI). That it was necessary is a cautionary tale about the blind reliance on data, even from a credible source, that looks suspicious.

It relates to the Current Population Survey (CPS), Annual Social and Economic Supplement (fielded in March of each year) to the CPS, conducted by the U.S. Census Bureau – a report that had long been one of the most cited sources[i] of income data for those whose ages are associated with being retired.

‘Bold’ Move

The problem appears to have its roots in a well-intentioned attempt to provide a more accurate read on income from DC plans. Responding to research that indicated that the CPS misclassified and generally underreported income, particularly pension income, the Census Bureau in 2014 conducted a redesign of the CPS questionnaire that altered and added to questions on income in order to better capture income from pensions.

To do so, the authors of this survey added (IN BIG BOLD LETTERS) an instruction that respondents NOT INCLUDE DISTRIBUTIONS OR WITHDRAWALS FROM IRAS, 401(k)s, or SIMILAR ACCOUNTS. This “clarity” does, in fact, seem to have produced a more accurate read on that specific question. The reporting of pension income that year, and in subsequent iterations, has risen.

However, beginning with that version of the CPS, there was a commensurate sharp drop in both the overall percentage of workers participating in a retirement plan, a decline in the number of workers participating, and declines in participation among those most likely to participate. This result, by the way, was counter to other reputable data sources, including the upward trend in the number of active participants in private-sector plans according to tabulations of Form 5500 filings by the Employee Benefits Security Administration, findings on retirement plan participation from the Bureau of Labor Statistics’ National Compensation Survey (BLS-NCS).

Fall ‘Call’

How much did it drop? The EBRI report explains that for full-time, full-year wage and salary workers ages 21-64, the percentage participating in 2013 under the traditional questionnaire was 54.5% vs. 49.3% under the redesigned questionnaire. This number fell to 39.9% in 2018 despite a slight uptick to 41.4% in 2017. Moreover, the number of full-time, full-year wage and salary workers ages 21-64 estimated to be participating in an employment-based retirement plan decreased from 51.4 million in 2013 (under the traditional design) to 41.0 million in 2016. By the way, the number of active participants increased from 89.9 million in 2014 to 94.6 million in 2017 according to 5500 data.

So why did the question regarding pension income translate into such enormous declines in participation? Well, you have to engage in a bit of speculation, but the trend and the timing suggest that individuals responding to the CPS, told to exclude 401(k)s, 403(b)s, IRAs, etc. on the question regarding pension income basically applied that direction to questions regarding their participation in a plan.

Gap ‘Flap’?

The good news is that this aberrant result was caught almost immediately by EBRI, and later by groups such as the Investment Company Institute. And, when a subsequent version came out with the same aberrant results, those groups once again held that up to scrutiny. And yet, that CPS data was still “out there,” and for some constituted the “official” version of the state of retirement plan participation in the United States.

That said, the newest iteration of the CPS included a new question that might be a step along the way to a more accurate assessment. Specifically, EBRI researcher Craig Copeland notes that in the 2019 dataset, the CPS added variables relating to income earned in a retirement account – and that addition, coupled with the assumption that began this post, provides some hope for an accurate data read.

That additional question simply posits whether the respondent received interest income, and from what source(s) – including 401k, 403b, among other retirement accounts. Copeland has taken the number of workers who responded that they received income from one of the employment-based retirement accounts and added that to the number of workers who reported having a pension plan under the traditional questions (accounting for those responding yes to both) to provide an adjusted overall estimate of employment-based retirement plan participation.

What’s the Impact?

Recall for a moment the data on fulltime, full-year wage and salary workers ages 21-64, that had indicated a 54.5% participation in 2013, only to drop below 40% in 2018 with the new questionnaire. However, taking into account the information from the new question, Copeland finds that the adjusted percentage participating jumps to 59.0% for this group in 2018. Similar, positive results are found for the other categories as well – results, it should be noted, that are much more in line with other data sources.

Now, despite those positive results, Copeland cautions since this is just one year of data, “a trend is obviously indeterminable.”

That said, I can’t help but be reminded about that old story about the optimistic child who awakens on Christmas morning and finds a heap of horse manure under the tree, rather than the anticipated – and still responds, “With all this manure, there must be a pony somewhere!”

Seems as though Dr. Copeland has found a pony in this data, after all.

- Nevin E. Adams, JD

[i]See Data ‘Minding. Compounding the issues, for participation data, the NIRS draws on the Current Population Survey (CPS), even though the report’s own footnotes acknowledge that “the 2014 redesign of CPS produced much lower participation rates for working Americans in years after 2014 (participation in 2014 was at 40.1% but at 31.7% in 2017), which has not been fully explained.” They aren’t the only ones to take note of this aberration (see CPS Needs a New GPS and Commonly Cited Participation Gauge Misses the Mark, Study Says), but decide, for reasons not fully explained, to rely on the data there anyway. Indeed, a June 2018 report on the impact of the changes in the CPS by the nonpartisan Employee Benefits Research Institute (EBRI) cautions that “the estimates from the most recent surveys could easily be misconstrued as erosions in coverage, as opposed to an issue with the design of the survey.”

Saturday, September 29, 2018

Data "Minding"

Just when you thought retirement plan projections couldn’t get any worse…

Last week the National Institute on Retirement Security released a report – “Retirement in America | Out of Reach for Most Americans?” that claimed that the median retirement account balance among all working individuals is… $0.00. Moreover, that same report claims that “57 percent (more than 100 million) of working age individuals do not own any retirement account assets in an employer-sponsored 401(k)-type plan, individual account or pension.”

It’s not the first time the NIRS has produced reports finding significant problems with the nation’s private retirement system. Indeed, this report “builds on previous NIRS research published in 2015,” though the conclusions presented here seem unusually stark.
Then, as now, the NIRS conclusions rely heavily on self-reported numbers from the Federal Reserve’s Survey of Consumer Finances (SCF) and the U.S. Census Bureau’s Survey of Income and Program Participation (SIPP). The report’s authors acknowledge that the latter “oversamples” lower-income household which, as the report notes, are less likely to be covered by, or to participate in, an employer-sponsored retirement plan.

‘Self’ Sufficient?

The issues with self-reporting have been well-documented – so much so that even the report’s authors acknowledge (albeit in a footnote) that it “…can be problematic for the reporting of account balances and participation in particular types of retirement plans, such as DB pension plans.” In fact, previous research by Irena Dushi, Howard M. Iams and Jules Lichtenstein using SIPP data matched to the Social Security Administration’s (SSA’s) W-2 records found that the DC pension participation rate was about 11 percentage points higher when using W-2 tax records compared with respondent survey reports, “suggesting that respondents either do not understand the survey questions about participation or they do not recall making a decision to participate in a DC plan.” Those authors also found inconsistencies between the survey report and the W-2 record regarding contribution amounts to DC plans. In fact, those researchers found that about 14% of workers who self-reported nonparticipation in a defined contribution (DC) plan had, in fact, contributed (per W-2 records), while 9% of workers self-reported participation in a DC plan when W-2 records indicated no contributions.

Supplementing SIPP survey reports with actual information on tax-deferred contributions in W-2 records, the researchers found that the percentage of employees who were offered a retirement plan increased from 72% in 2006 to 75% in 2012, whereas the participation rate in any retirement plan among all private-sector workers increased from 58% to 61% over this period (a difference that may seem small, but is statistically significant at the 5% level).

Participation, Rated

Compounding the issues, for participation data, the NIRS draws on the Current Population Survey (CPS), even though the report’s own footnotes acknowledge that “the 2014 redesign of CPS produced much lower participation rates for working Americans in years after 2014 (participation in 2014 was at 40.1% but at 31.7% in 2017), which has not been fully explained.” They aren’t the only ones to take note of this aberration (see CPS Needs a New GPS and Commonly Cited Participation Gauge Misses the Mark, Study Says), but decide, for reasons not fully explained, to rely on the data there anyway. Indeed, a June 2018 report on the impact of the changes in the CPS by the nonpartisan Employee Benefits Research Institute (EBRI) cautions that “the estimates from the most recent surveys could easily be misconstrued as erosions in coverage, as opposed to an issue with the design of the survey.”

Moreover, when it comes to assessing retirement readiness, the NIRS analysis extrapolates target retirement savings needs based on a set of age-based income multipliers – income multipliers, it should be noted, that have no apparent connection with actual income, or with actual spending needs in retirement, although this year the report’s authors acknowledge that those are “rule-of-thumb multipliers and are not based on detailed projections of the income needs of individuals,” all of which, in the authors’ words means that their “analysis in aggregate terms, is broadly suggestive rather than definitive.”

Median, Well…

However, much of the data – and key elements, such as wealth, income, participation and retirement savings – that underlie the conclusions is “self-reported” which, as noted above, even the report’s authors acknowledge “…can be problematic…”. It is perhaps a necessary “evil” when seeking to draw broad-based conclusions from limited samplings, but – particularly when sweeping generalizations are posited based on the medians of such samplings, when labels like “typical” are affixed and assumed without explanation – well, let’s just say that caution in applying the conclusions seems well-advised.

Not that the report is completely off the mark; it points out that those with access to retirement plans are significantly better off than those who lack that access, but also that retirement plan coverage has languished at about the 40% level in the private sector for some time now. Clearly solutions that help work to close this coverage gap, and provide more workers with an easier opportunity to save (let’s face it, nothing stops folks from walking down to their local financial services institution and opening an IRA, but the data suggests that those with access to a plan at work are 12 times more likely to do so) are needed.

Ultimately, the recommendations put forth by the NIRS report authors – to strengthen social security, expand access to workplace retirement plans, and expand the saver’s credit – should serve to narrow the gaps in retirement plan access and adequacy.

Even if the data that outlines the situation – and purports to justify those actions – leaves something to be desired.

- Nevin E. Adams, JD