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Spending shows, revenue follows

Spending shows, revenue follows: current results carry the cost of business whose payment is already scheduled to arrive

Calls Tested
469
Answered YES
12
Hit Rate
2.6%
rare by design

Acadia Healthcare Company, Inc. (ACHC) — this company's answers

NO on the Q4 2017 call 2018-02-22 C+
The model's full reasoning — Q4 2017 call → NO我们根据提供的财报电话会议记录，判断管理层是否解释了当前业绩受到已发生成本的影响，而这些成本对应的是尚未实现但即将到来的收入。关键点：管理层是否明确提到当前支出与未来已确定业务之间的时间错配。 在记录中，管理层提到： - 2017年新增了750张床位，包括第四季度新增398张，这些贡献了收入增长。 - 2018年计划新增800多张床位，其中75%在美国，并有两家合资企业和两家全资新建医院开业。 - 他们提到“我们进入了2018年，对今年的增长前景持乐观态度”，并提到“我们专注于英国业务，短期内在缓解人口普查疲软和代理劳动力成本增加的影响”，但长期来看，他们计划通过投资来增加人口普查、招聘护士等。 - 关于代理劳动力，他们提到“我们正在实施一些举措来管理代理劳动力，包括新的报告工具”，并提到“1月份，代理费用占总劳动力的比例从12月的12%下降到11.4%”，并预计这一改善将持续。 - 他们提供了2018年同设施指标指引：同设施收入增长中个位数，同设施EBITDA利润率持平或略有上升。 - 关于新床位，他们提到“新设施的爬坡已纳入指引”。 关键点：管理层是否明确表示当前成本是为未来已确定的业务而发生的？他们提到新增床位和新建医院，这些是已投入的资本支出，但收入尚未完全实现。然而，他们并没有明确说“当前成本是为已签约的未来业务”，而是说这些新设施正在爬坡，收入将逐步实现。他们提到“新设施的爬坡已纳入指引”，这暗示了当前成本与未来收入之间的时间差，但并没有明确说“成本已发生，收入即将到来”的清晰表述。 此外，他们提到“我们预计2018年将增加800多张床位”，但这是未来计划，不是当前已发生的成本。他们提到第四季度新增了398张床位，这些床位的收入可能尚未完全实现，但管理层没有明确说这些成本是“为未来业务”而发生的，而是说这些新增床位贡献了收入增长。 关于代理劳动力成本，他们将其归因于护士短缺，并提到正在改善，但并没有说这是为未来业务而发生的成本。 因此，管理层没有明确描述一个“当前成本已发生，但收入尚未到来”的清晰时间错配。他们更多是提到新设施爬坡，但并没有强调“成本已发生，收入即将到来”的对比。他们提到“新设施的爬坡已纳入指引”，这暗示了成本与收入的时间差，但并没有明确说“当前业绩受到已发生成本的影响，而这些成本对应的是即将到来的收入”。 根据问题要求，需要管理层明确传达“当前时期吸收了增长成本，而相应的收入将在未来到来”的意思。记录中并没有明确这样表述。他们提到新设施爬坡，但并没有说“这些成本已经发生，而收入尚未到来”的明确对比。他们更多是描述增长计划和预期。 因此，答案应为NO。

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: On this call, does management explain that the results just reported are burdened by costs the company is ALREADY INCURRING for specific business whose revenue or benefit has NOT YET ARRIVED but is expected to begin arriving on a near-term, largely known schedule — so that today's numbers show the expense side of commitments whose income side is already on its way? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent timing mismatch with both halves present: (1) REAL COSTS LANDING NOW FOR IDENTIFIED FUTURE BUSINESS — management points to current spending, hiring, ramp-up, onboarding, training, pre-production, mobilization, opening, launch, or carrying costs that are visibly weighing on the reported period and ties those costs to specific business the company has already secured, started, or committed to (such as new contracts being mobilized, new locations or capacity recently opened or opening, a major customer being onboarded, a product ramp underway, or work already won that has not yet begun paying); AND (2) THE REVENUE SIDE IS NEAR AND LARGELY IN HAND — management conveys that the income from that same business is expected to start or step up within roughly the coming year, on timing management can describe, because the business itself is already won, signed, opened, or in motion rather than still needing to be captured. The essence is management telling investors, directly or plainly in substance, that the current period absorbed the costs of growth whose corresponding revenue is scheduled to follow — so the reported results understate the profitability of the business the company has already built. Answer NO if the elevated costs are attributed mainly to inflation, inefficiency, weak demand, or problems rather than to specific already-secured business ramping toward revenue. NO if the future benefit depends chiefly on winning new demand, market recovery, or decisions not yet made. NO if the spending is routine ongoing investment with no described timing gap between cost now and revenue soon. NO if the revenue arrival is distant, undated, or purely aspirational. NO if the mismatch is described only in an analyst's question or model that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
KOPN Kopin Corporation Q4 2023 2024-03-14 C+
PUMP ProPetro Holding Corp. Q4 2023 2024-02-21 C+
TSN Tyson Foods, Inc. Q2 2023 2023-05-08 D
KE Kimball Electronics, Inc. Q3 2023 2023-05-06 C+
FLL Full House Resorts, Inc. Q3 2022 2022-11-07 B
IRT Independence Realty Trust, Inc. Q2 2018 2018-08-02 B
FLEX Flex Ltd. Q1 2018 2017-07-28 F
PSX Phillips 66 Q4 2016 2017-02-03 C+
RPM RPM International Inc. Q2 2017 2017-01-05 D
TGI Triumph Group, Inc. Q2 2017 2016-11-03 C+
CHDN Churchill Downs Incorporated Q2 2016 2016-08-04 C+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+

How the model reasoned

PUMP · Q4 2023 → YESThe question is about whether management explains that the results are burdened by costs already incurred for specific business whose revenue hasn't arrived yet but is expected soon. YES The transcript shows management explicitly linking the Q4 retention of crews and labor costs (despite lower utilization) to the fact that customers were starting back in early January, with the recovery already happening. It also ties the $4.3 million lease expense for FORCE electric fleets directly to the fleets already deployed and on contract 3–4 months earlier, noting that additional lease costs will begin blending in as fleets 3 and 4 deploy in the coming months—while those same fleets are already under contract and expected to generate revenue soon. This creates the described timing mismatch: current-period costs for identified, secured business whose revenue side is scheduled to arrive on a near-term, known schedule. The Q&A confirms the costs are already being incurred for the upcoming activity rather than for uncommitted or aspirational growth. No other factors (inflation, weak demand, etc.) are cited as the primary driver.
GOGO · Q1 2016 → YESThe question is about whether management explains that current results are burdened by costs already being incurred for specific business whose revenue hasn't arrived yet but is expected soon. NO The transcript attributes the higher rest-of-world segment loss to “higher ED&D expenses related to 2Ku STC and line fit activities” for the 600+ awarded aircraft that are still not installed. While those costs are real and already being incurred, the revenue side is described as “install the majority … by 2018,” which is more than a year out and not framed as “near-term” or “largely known schedule” within the coming year. Management does not present the current-period spending as the expense side of commitments whose income is already scheduled to arrive soon; instead, the timeline is explicitly longer.
CHDN · Q2 2016 → YESThe question is about whether management explains that the results are burdened by costs already incurred for specific business whose revenue hasn't arrived yet but is expected soon. YES The transcript shows clear management explanation of this exact timing mismatch. For Big Fish, Bill Carstanjen directly states that UA expense is recognized immediately while revenue from those users is realized over months or years, and they are investing in specific games (Gummy Drop!, Sunken Secret, Cascade, Fairway Solitaire 1 & 2, Dungeon Boss) to scale newer products.

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Not investment advice. Artul.ai publishes AI-generated earnings-call quality grades and expected-volatility estimates — never buy or sell recommendations. We tested over 1,600 predictive hypotheses against 165,000 transcripts; the honest result, including what failed, is documented in our methodology.