CUDAHY, Circuit Judge.
Petitioners in this case, pilots employed or formerly employed as captains for major airlines, seek review under 49 U.S.C.App. Section 1486(a) of an order of the Federal Aviation Administration (“FAA”). The challenged order denied a Petition for Exemptions from section 121.383(c) of the FAA regulations (the “age sixty rule”). Because we find that the FAA’s findings and explanations with respect to an important aspect of the petitioners’ argument for exemptions were inadequate, we vacate and remand.
I.
The age sixty rule prohibits flights covered by Part 121 of the FAA regulations, including commercial flights of airplanes
seating more than thirty passengers, from taking off under the command of a pilot sixty years old or older.
See
14 C.F.R. §§ 121.1, 121.383(c) (1988). The age sixty rule does not impose mandatory retirement; but to remain in the cockpit air carrier pilots must continue to meet medical certificate requirements and restrict themselves to flights outside the coverage of Part 121 or accept demotions to positions of lesser authority, such as those of flight instructor or flight engineer. The FAA put the age sixty rule into effect in 1960. In defending the rule then, the FAA cited concerns about sudden incapacitation due to strokes and heart attacks and about the ability of the most senior pilots to operate the largest and fastest planes,
see Air Lines Pilots Ass’n, Int’l v. Quesada,
276 F.2d 892, 898 (2d Cir.1960),
cert. denied,
366 U.S. 962, 81 S.Ct. 1923, 6 L.Ed.2d 1254 (1961). The agency, however, held out the hope that “medical science may at some future time develop accurate, validly selective tests which would safely allow selected pilots to fly in air carrier operations after age 60.” Certification and Operation Rules: Maximum Age Limitations for Pilots, 24 Fed.Reg. 9772, 9772 (1959). The rule was upheld against a variety of procedural and substantive challenges in
Quesada
and in
O’Donnell v. Shaffer,
491 F.2d 59 (D.C.Cir.1974).
Since its enactment, the age sixty rule has been the subject of continuous controversy and intermittent reconsideration by the FAA. A study undertaken in the early 1960’s to determine the feasibility of individualized assessments of pilots over sixty was abandoned before any results were formally announced. In 1969, an outside report was commissioned and completed but never released. In 1979, the FAA reviewed a Navy study on the long-term health histories of 1,000 aviators but concluded that the study failed to provide an adequate basis for revising the age sixty rule. In that same year, Congress expressed its interest in the issue, enacting legislation that directed the National Institutes of Health to assess whether the rule should be retained. Pub.L. No. 96-171, 93 Stat. 1285, 49 U.S.C.App. § 1421 Note (1982). A panel of the National Institute of Aging was convened to fulfill the congressional mandate. The panel expressed doubts about the need for all pilots to step aside at age sixty, but recommended, in light of gaps in available information, that the rule be retained as a general policy while a study involving a selected group of older pilots exempted from the rule was conducted to assess the feasibility of a more individualized approach. After reviewing the panel’s recommendation, the FAA published a notice soliciting comments on two proposals: an expansion of the scope of the age sixty rule to cover flight engineers as well as pilots and a test program that would allow selected pilots to continue serving as captains on commercial flights until their sixty-second birthdays to generate data for reconsideration of the rule. Advance Notice of Proposed Rulemaking, 47 Fed.Reg. 29,782, 29,782-84 (1982). However, two years later the FAA withdrew its test program proposal (together with the proposal to extend the rule), stating that the comments had failed to reveal “any means by which a scientifically valid study can be done to produce information which would support ... determination[s]” as to which pilots “could safely serve ... after reaching age 60.” Withdrawal of Advance Notice of Proposed Rulemaking, 49 Fed.Reg. 14,692, 14,692 (1984). The FAA found inadequacies in suggested methods for assessing performance, especially under conditions of stress and fatigue, and for assessing the risk of incapacitation, especially incapacitation due to stroke.
Id.
at 14,693.
A number of pilots have sought to circumvent the age sixty rule through the exemption process. To date, their efforts have been uniformly unsuccessful both before the FAA and before the courts of appeals.
See Keating v. FAA,
610 F.2d 611, 613 (9th Cir.1979);
Gray v. FAA,
594 F.2d 793, 795 (10th Cir.1979);
Rombough v. FAA,
594 F.2d 893, 899-900 (2d Cir.1979);
Starr v. FAA,
589 F.2d 307, 311-14 (7th Cir.1978). Both this court and the Tenth Circuit, however, have warned that later denials of exemptions could be overturned
if petitioners were able to show that the FAA failed to consider the effect of advances in medical technology on the necessity of maintaining a uniform age sixty cutoff.
Starr,
554 F.2d at 314;
Gray,
594 F.2d at 795. Our impression is that in the ten years that have passed since
Starr,
when the FAA last appeared before this court defending the denial of an exemption to the age sixty rule (before a panel, incidentally, that included two members of the present panel), the agency’s progress in developing an understanding of the relationship between aging and flight performance has been disappointing.
The petitioners before this court are twenty-eight pilots employed as captains or flight engineers by major airlines. (Eleven other pilots joined in the original petition to the FAA, but declined to join in the request for review.) When the petition for exemption was filed with the FAA on June 3, 1986, twenty-five of the twenty-eight had passed the age of sixty and were working (with one exception) as flight engineers; the remaining three, who were approaching sixty when the petition was filed, were working as captains.
The petition relied heavily on the recommendations of a six-member “Age 60 Exemption Panel,” comprising five physicians and a psychologist with impressive qualifications in the fields of cardiology, aerospace medicine and neu-ropsychology. The panel devised an extensive battery of physiological and psychological tests as a basic protocol for assessing the fitness of pilots over the age of sixty. In the petition to the FAA, the panel stated that this protocol, if properly administered and supplemented, where appropriate, by additional medical tests and by the existing operational tests required by the FAA and the airlines (such as flight simulator testing), provided an adequate basis for exempting some older pilots from the age sixty rule. Statement of Age 60 Exemption Panel (Apr. 1986),
reprinted in
Joint Appendix 1-3.
On July 24, 1986, the FAA published a summary of the Petition for Exemption and invited public comment. In response to a request from one interested party, the FAA reopened the docket for thirty days after the normal twenty-day comment period had ended. The final docket contained over 180 submissions from physicians, scientists, Congressmen, pilots, professional organizations, companies and the FAA itself, together with the petitioners’ two supplements to the original petition. On September 8, 1987, the FAA denied the requested exemptions based on its finding that granting individualized exemptions under the petitioners’ standards would not ensure the level of safety achieved by uniform enforcement of the age sixty rule. Petitioners then brought this action for review.
II.
The parties disagree first as to whether this court should review the FAA’s findings of fact under a “substantial evidence” or an “arbitrary and capricious” standard. Section 1006(e) of the Federal Aviation Act, 49 U.S.C.App. § 1486(e) (1982), provides that the FAA’s “findings of fact ..., if supported by substantial evidence, shall be
conclusive.” Several courts of appeals, however, have held that under some circumstances the arguably more deferential arbitrary and capricious standard applies, section 1006(e) notwithstanding.
In
Tiger International, Inc. v. Civil Aeronautics Board,
554 F.2d 926 (9th Cir.),
cert. denied,
434 U.S. 975, 98 S.Ct. 532, 54 L.Ed.2d 467 (1977), the Ninth Circuit reviewed a quasi-adjudicatory determination by the Board, a decision to impose conditions on transactions among affiliates to protect the financial well-being of an air carrier. The court held that although the determination might appear to have been covered by section 1006(e), it should be reviewed under an arbitrary and capricious standard because it had been reached in a case “where no hearing was required or requested” and where the record, as a consequence, consisted primarily of the petitioner’s submissions. 554 F.2d at 936. The court noted that the Supreme Court has applied differing standards of review to factual findings made under the Administrative Procedure Act based on permissible differences in fact-finding processes.
See Camp v. Pitts,
411 U.S. 138, 140-42, 93 S.Ct. 1241, 1243-44, 36 L.Ed.2d 106 (1973),
cited in Tiger Int’l,
554 F.2d at 935. The Ninth Circuit observed that uniform application of the substantial evidence standard would require the administrative decision maker to convene a hearing or introduce evidence contrary to a petitioner’s position in some other manner in every proceeding, even where Congress has plainly indicated that the FAA should be permitted to reach a decision without holding a hearing.
Tiger Int’l,
554 F.2d at 936-37 & n. 20.
Since
Tiger International
was decided, four circuits, including this one, have reviewed denials of exemptions to the age sixty rule under an arbitrary and capricious standard.
Keating,
610 F.2d at 612;
Gray,
594 F.2d at 795;
Rombough,
594 F.2d at 896-97;
Starr,
589 F.2d at 310-11.
Starr
approvingly cited
Tiger International’s
discussion of the impossibility of reviewing one-sided records under a substantial evidence standard and added its own observation that if FAA decisions on exemption requests were reviewed under that standard, the “agency would be forced to defend its standard rule in every exemption proceeding.”
Starr,
589 F.2d at 311;
see also Association of Bank Travel Bureaus, Inc. v. Board of Governors,
568 F.2d 549, 552 (7th Cir.1978) (reviewing findings in informal rulemaking under arbitrary and capricious standard instead of statutory substantial evidence standard).
Other recent decisions, reviewing FAA decisions outside the exemption context, have expressed reluctance to extend the scope of
Tiger International.
In
Aircraft Owners & Pilots Association v. FAA,
600 F.2d 965 (D.C.Cir.1979), the District of Columbia Circuit considered a challenge to an FAA determination that the construction of a television antenna would not pose a hazard to air navigation. The court observed that
Tiger International
was forced to deal with the “inherent problems” of applying a substantial evidence test “to an informal adjudicatory decision made absent the creation of an adequate record.” 600 F.2d
at 970. That practical difficulty was not encountered in
Aircraft Owners,
however. The “record before the FAA in [that] action was not sparse”; it “embraced all facts necessary to make a hazard/no hazard determination.”
Id.
at 971. Thus, the court applied the statutory substantial evidence standard, while expressly reserving the question of what standard would apply if a one-sided record made the substantial evidence test infeasible.
See also State of South Dakota v. Civil Aeronautics Bd.,
740 F.2d 619, 621 (8th Cir.1984) (substantial evidence review of decision permitting decrease in service where statutory standard “can be applied to the record before [the court]”).
This court relied on
Aircraft Owners
to justify substantial evidence review of FAA decisions approving the expansion of Chicago’s O’Hare International Airport.
Suburban O’Hare Comm’n v. Dole,
787 F.2d 186, 194-95 (7th Cir.),
cert. denied,
479 U.S. 847, 107 S.Ct. 169, 93 L.Ed.2d 106 (1986). That decision criticized
Tiger International
for according too much weight to case law interpreting the Administrative Procedure Act and too little weight to the specific review provisions of section 1006(e). The court stopped short, however, of overturning
Starr,
distinguishing it instead on the grounds that
Starr
raised special problems associated with applying a substantial evidence test to facts found in connection with agency consideration of a petition for exemption.
Suburban O’Hare,
787 F.2d at 195.
In some cases, the outcome might turn on whether
Starr
or
Suburban O’Hare
set the standard of review for the factual predicates of exemption determinations in which the FAA, in the exercise of its considerable discretion over procedural matters, develops a full record. We think that here, because of the fullness of the record, the
Suburban O’Hare
standard is quite workable and we will apply it, although if we employed the arbitrary and capricious standard we would reach the same result. Here, as in
Suburban O’Hare,
“lengthy and elaborate decision making procedures” preceded the FAA’s determination. 787 F.2d at 195. The FAA’s docket contained not only a lengthy petition from the pilots (augmented by two supplemental submissions), but also 183 separate comments filed by parties on both sides of the issue during a fifty-day comment period. Although the FAA is not required to develop a record conducive to substantial evidence review,
see
14 C.F.R. § 11.27(a), (j)(3) (1988), once it elects to build such a record there is a strong argument that its decision should be reviewed under the standard set forth in section 1006(e). There has been speculation that the approach set out in
Suburban O’Hare
and adopted here could tend to encourage the FAA to restrict its fact-finding efforts in informal adjudications in order to preclude the application of the more penetrating standard of review. This problem, however, stems not from
Suburban O’Hare,
but from the statute’s establishment of a substantial evidence standard of review while conferring discretion to utilize procedures that so limit the record as to preclude meaningful application of this standard. Abandoning
Suburban O’Hare
to defuse this problem would inappropriately allow concerns about the FAA’s procedural choices, concerns resting at present on speculation alone, to broaden the exception that
Starr
recognized to the application of the substantial evidence standard of review called for by section 1006(e).
Our application of the substantial evidence standard of section 1006(e) is limited, both by the terms of the statute and by common sense, to the FAA’s findings of fact. In other respects, including most notably the application of legal standards to the facts as found, the FAA’s decision to grant or deny an exemption may be set aside if “arbitrary, capricious, an abuse of discretion, or otherwise not in accordance with law” — the generally applicable standard of review for administrative actions under 5 U.S.C. section 706(2)(A).
See City
of Pompano Beach v. FAA,
774 F.2d 1529, 1540 (11th Cir.1985). The authoritative explication of this standard was set forth in
Motor Vehicle Manufacturers Association v. State Farm Mutual Insurance Co.,
in which the Supreme Court stated:
The scope of review under the “arbitrary and capricious” standard is narrow and a court is not to substitute its judgment for that of the agency. Nevertheless, the agency must examine the relevant data and articulate a satisfactory explanation for its action including a “rational connection between the facts found and the choice made.”
463 U.S. 29, 43, 103 S.Ct. 2856, 2866, 77 L.Ed.2d 443 (1983) (quoting
Burlington Truck Lines, Inc. v. United States,
371 U.S. 156, 168, 83 S.Ct. 239, 245, 9 L.Ed.2d 207 (1962));
see Central States Enters., Inc. v. ICC,
780 F.2d 664, 674 (7th Cir.1985). We will assess the FAA’s application of the Federal Aviation Act to its factual findings under this standard, bearing in mind that the construction of the Act by the FAA — the agency charged with administering the Act — is entitled to substantial deference.
United States v. Rutherford,
442 U.S. 544, 553, 99 S.Ct. 2470, 2475, 61 L.Ed.2d 68 (1979).
III.
Petitioners’ argument may be divided, for purposes of this discussion, into two alternative claims. There is, first, a claim that pilots over the age of sixty who meet the psychological and medical standards of the petitioners’ protocol, as well as FAA and airline operational testing standards, are no more likely to cause accidents due to sudden incapacitation or undetected deterioration of piloting skills than are pilots below the age of sixty. This claim requires the petitioners to make a demanding factual argument, an argument that the FAA lacked substantial evidence for a finding that strict enforcement of the age sixty rule reduces age-related risks of incapacitation and undetected deterioration of piloting skills. But the petitioners may rest this claim on an uncontroversial legal argument, that to justify its position under the Act’s public interest standard for exemptions the FAA must at least identify some risk to air carrier safety that is reduced by strict enforcement of the age sixty rule.
The petitioners’ alternative claim asserts that an exemption must be granted because older pilots who satisfy the protocol and existing operational tests are safer than the average pilot because performance improves with experience. According to the petitioners, the experience factor at least offsets, and may even outweigh, any increased risk of incapacitation or skill deterioration. From the petitioners’ perspective, this claim rests on a more promising argument about the facts, that the FAA lacked substantial evidence for its conclusions that allowing selected pilots to remain in command past the age of sixty would cause a
net
decrease in safety. But petitioners must make a more difficult legal argument under their alternative claim, that the public interest standard for exemptions
requires
the FAA to justify the denial of exemptions in terms of net risks. We consider these two claims separately.
A.
The FAA devoted the bulk of its order to a defense of its conclusion that the petitioners’ health protocol, even when coupled with existing operational tests, cannot entirely screen out the increased risks of incapacitation and error due to the deterioration of skills that come with age. The FAA’s most concise formulation of its position on this point states that “[bjecause the likelihood of sudden death, disability, or incapacitation due to previously undetected disease increases at an accelerating rate with each additional year of chronological age, granting exemptions would compromise, by some amount, the current level of safety.” Denial of Exemption, Docket No. 25008 at 13 (Sept. 8, 1987) (hereinafter “FAA Order”). The FAA supports this position with citations to a number of sources. On the increased incidence of sudden incapacitating illness with age, the order cites a docket submission by Dr. Lawrence Marinelli, Chairman of the Medical Panel of the Air Transport Association, who refers to the increased rate of denials
of first class medical certificates among older pilots and expresses concern about the heightened risk among older pilots of significant physical deterioration during the six-month intervals between examinations.
See
Submission to Docket 25008 (Oct. 16, 1986),
reprinted in
Joint Appendix at 285-86.
The order cites additional evidence for the proposition that neither the “neuropsy-chological” components of the protocol nor the operational tests conducted by the FAA and the airlines (principally flight simulator testing monitored and evaluated by flight testers,
see
14 C.F.R. §§ 121.-407-.413, .419, .424 & App. H (1988)), are capable of identifying, much less predict ing, many potentially significant losses in flying skills. A submission to the docket by the Airline Pilots Association contained the assertion, distilled from the observations of the Association’s members, “that a pilot’s skill deteriorates with age.” Submission to Docket No. 25008 (Oct. 28, 1986),
reprinted in
Joint Appendix at 297-A. The order also quotes from the statements of several scientists holding similar views, including a 1985 statement by a NASA scientist specializing in research on human performance in flight, who found
“no
evidence that objective, reliable tests of cognitive function in a rich and rapidly changing environment exist, let alone that they have been applied to or validated in a pilot population of any age.” FAA Order at 14-15 (quoting statement of Dr. Charles E. Billings);
see also id.
at 14 (quoting statement of Dr. Don Flinn, Professor of Psychiatry at Texas Tech Health Science Center School of Medicine);
id.
at 14-15 (quoting letter from William Aker, a British consultant and psychologist, to House Select Committee on Aging (Dec. 16, 1986),
reprinted in
Joint Appendix at 416-17).
Petitioners offered a wealth of support for the contrary view that modern testing methods can eliminate risks associated with incapacitating illness and the loss of essential skills. They rely both on the opinions of the Age 60 Exemption Panel and on docket submissions from doctors, pilots,
companies and organizations who support the exemptions. Petitioners also criticize the methods, analyses and, in some case, motives
of the sources upon which the FAA relied. A detailed recitation of the petitioners’ evidence would serve no useful purpose, however. We think it is clear, with respect to the issue whether the requested exemptions would add
any
risk of incapacitation or error due to the deterioration of piloting skills, that substantial evidence supported the FAA’s conclusions. Were we to conduct a de novo review of the docket, we might conceivably side with the petitioners. But this is not our job. When the question is whether the petitioners’ protocol eliminates
all
of the incremental risk associated with sudden incapacitation or undetected deterioration of skills among pilots over sixty, a substantial body of medical opinion continues “to doubt the feasibility” of the project.
See Starr,
589 F.2d at 314.
B.
Turning to the second formulation of the petitioners’ claim, which introduces the decrease in risk associated with experience into the equation, we find the FAA’s rejection of the petitioners’ position far less persuasive. The order’s entire discussion of the effect of experience on its analysis
of the public’s interest in strict adherence to the age sixty rule is confined to the following two paragraphs:
The petitioners have failed to show that what they request is in the public interest. The FAA does not agree that it is in the public interest to suppose an increase in safety will result from the use of their services as pilots beyond age 60, thereby outweighs the potential safety hazard to the public from increased risk of incapacitation and diminished performance.
Petitioners argue that the loss of experienced pilots to the airlines because of retirements mandated by the Age 60 rule is resulting in a shortage of pilots which is forcing the airlines to lower their standards and to hire less experienced and qualified pilots. Thus, petitioners argue that granting exemptions to the Age 60 rule would ease this shortage and increase the level of safety. However, the exhibits presented by the petitioners in support of this argument make it clear that current lowering of minimum experience requirements at some airlines is the result of a number of factors; including fewer civilian pilot trainees, fewer pilots leaving the military, increasing numbers of senior pilots retiring voluntarily before age 60, and the expansion of the airlines after deregulation.
FAA Order at 11.
This represents notably less than the response to which the petitioners are entitled. On the second issue, the FAA fails to present findings of fact supported by substantial evidence (or even by the presumably lesser quantum of evidence required to avoid arbitrariness and capriciousness) or to identify the governing principles and set forth a “rational connection between the facts found and the choice made.”
Burlington Truck Lines, Inc.,
371 U.S. at 168, 83 S.Ct. at 245. First, the FAA cites no evidence to justify its offhand dismissal of the petitioners’ evidence on experience.
Petitioners offer comparisons, based on data taken from the FAA Statistical Handbook of Aviation and National Transportation, of accident rates by age group for pilots with commercial and air transport certificates for the period from 1982 through 1985. Joint Appendix at 207-08. These data show below average accident rates for pilots in the 55-year old to 59-year old age group and the 60-plus age group (a group that presumably piloted only flights not subject to the age sixty rule). These data, taken together with related, less persuasive submissions,
hardly make an airtight case for the petitioners; there is no discussion of the statistical significance of these comparisons or of possible distortions due to differences across age cohorts in factors such as miles flown, routes, schedules or equipment used. However, the comparisons are at least suggestive; they warranted something more than the FAA’s summary dismissal of the experience argument as based on mere supposition. The FAA does address the petitioners’ claim that rigid enforcement of the age sixty rule reduces the average experience level among active pilots. But its observation that other factors have contributed to an overall decline in experience has no apparent connection to the effect on safety of refusing exemptions to particular older pilots. A person charged with main
taining the water level in a cistern could not ordinarily point to the existence of inaccessible leaks as a logical justification for ignoring the accessible ones.
The FAA might have attempted to justify its rejection of the petitioners’ second argument without refuting their factual claims about experience by arguing that the public interest standard encompasses administrative and economic concerns as well as safety concerns. At some point, the relevance of these concerns seems logically inescapable.
Cf. Starr,
589 F.2d at 312 (discussing possible administrative justifications for no-exemption policy with respect to age sixty rule). But in the order before us the legal response to the petitioners’ experience argument is no better developed than the factual response. The FAA’s order recites the statutory requirement set forth in section 601(b), 49 U.S.C. App. § 1421(b) (1982), that the FAA, in formulating its regulations, give “full consideration” to air carriers’ duty to maintain the “highest possible degree of safety in the public interest.”
FAA Order at 9. It also paraphrases section 601(c), 49 U.S.C. App. § 1421(c) (1982), which authorizes exemptions from the regulations if the Administrator “finds that such action would be in the public interest.”
Id.
The order also summarizes the regulation governing exemptions, but this regulation sheds little light on what factors, other than safety, might enter into the FAA’s vision of the public interest and how any necessary tradeoffs might be made.
The scant discussion of the exemption standard that the order does contain suggests that, at least in the present context, safety concerns predominate over administrative and economic factors in the FAA’s application of the section 601(e) public interest standard. Near the conclusion of the order, the FAA indicates that its “foremost duty, as mandated by Congress in the Act, is to promote safety of flight for civil aircraft.” FAA Order at 16. The order appears to base its denial of the exemptions purely on safety concerns. This may or may not be the FAA’s considered view of the public interest standard for exemptions. In fact, as the paragraphs quoted at the outset of this discussion indicate, the petitioners’ experience argument received very little consideration at any level — a failing for which petitioners may share some of the blame since their petition did not clearly separate the two distinct arguments as clearly as we have attempted to do here.
We are unprepared to say, without a more developed account of the FAA’s view of the legal standard governing exemption determinations, what the permissible scope of administrative and economic factors might be. As the agency charged with administering the Federal Aviation Act, the FAA’s interpretation, once articulated, will be entitled to considerable deference. This deference, however, does not lighten the FAA’s burden to establish that its decision is logically connected to a sustainable reading of its mandate. Moreover, such deference should not be equated with a license to issue inconsistent determinations.
See Airmark Corp. v. FAA,
758 F.2d 685, 691-95 (D.C.Cir.1985). We note that the FAA has shown an increased willingness in recent years to issue “special” medical certificates under section 67.19 of the regulations (the functional equivalent of a second exemption mechanism) to pilots otherwise disqualified by episodes of heart disease or alcoholism.
See
14 C.F.R. §§ 67.13, .19 (1988). Part of the rationale for a statutory exemption procedure, no doubt, is to allow the FAA flexibility in the application of its rules; this flexibility arguably entails authority to determine that some rules can be relaxed more freely than others.
See Starr,
589 F.2d at 313. The statutory justifications for these distinctions, however, should be just as susceptible to rational explanation as the bases for any other agency decision. We think it essential that the construction of its statutory responsibilities under which the FAA seeks to justify its ultimate decision on the present exemption make sense of these special is-suances as well.
IV.
The FAA’s consideration of the petition for exemption at issue here was incomplete. The FAA adduced substantial evidence supporting its rejection of the contention that the petitioners’ protocol, combined with existing methods of operational testing, would screen out all increased risks of incapacitation or undetected skill deterioration among pilots older than sixty. However, the FAA failed to set forth a sufficient factual or legal basis for its rejection of the petitioners’ claim that older pilots’ edge in experience offsets any undetected physical losses. We therefore vacate the denial of the exemptions and remand to the FAA for further proceedings to provide findings and explanations addressing the deficiencies we have noted and for other appropriate proceedings not inconsistent with this order.
VACATED AND REMANDED.