2023 年第一季度,迪爾公司的淨收入與上一季度相比有所下降,但仍高於長期平均水平,並且處於支持持續更換需求的水平。美國農業部最近更新了其農場收入預測,預計 2023 年美國農場淨現金收入將比 2022 年下降,但農作物現金收入預計僅下降 3%。預計支出會增加,但自 2022 年達到峰值以來,化肥等一些關鍵投入已經放緩。總而言之,2023 年的收入預測是穩健的,並將繼續支持設備需求。
公司2023年第一季度淨利潤環比有所下降,但仍高於長期平均水平。美國農業部最近更新了其農場收入預測,並預測美國農場現金淨收入將在 2023 年下降,但農作物現金收入預計僅下降 3%。支出預計會增加,但自 2022 年達到峰值以來,化肥等一些關鍵投入已經放緩。2023 年收入預測穩健,將繼續支持設備需求。迪爾公司公佈了 2023 年第一季度的強勁收益,其農業和草坪設備以及建築和林業設備部門的銷售額和營業利潤均有所增長。該公司將銷售額增長歸因於更高的出貨量和價格實現,貨幣換算產生了 1 個百分點的負面影響。
農業和草坪設備部門的營業利潤率為 15.8%,去年同期為 10.1%,而建築和林業設備部門的營業利潤率為 12.1%,去年同期為 5.2%。
營業利潤率的同比增長主要是由於有利的價格實現以及出貨量和組合的改善,部分被更高的生產成本以及增加的研發和 SA&G 費用所抵消。
展望未來,在有利的農業基本面以及對住宅和商業建築設備的持續強勁需求的推動下,迪爾預計對其產品的需求將持續強勁,尤其是在農業和草坪設備領域。該公司預計這兩個部門第二季度的銷售額和營業利潤都將高於第一季度,其中大部分同比增長發生在下半年。 Deere & Co. 第一季度表現強勁,他們能夠提高線路費率以趕上出貨量。然而,這意味著同比價格比較實際上是在 23 年款和 21 年款或 2 年前之間進行的。 Deere & Co. 認為價格比較將在今年下半年緩和。隨著運營更加平穩,公司預計將受益於大宗商品價格的改善、優質運費的減少以及生產率的提高。然而,隨著通脹壓力消退,迪爾公司預計價格上漲將回歸歷史平均水平。
此外,迪爾公司致力於投資新產品和服務,並擴大其製造足跡以滿足不斷增長的客戶需求。他們還對巴西市場的潛力感到興奮,他們認為巴西市場因其規模和對技術的需求而具有巨大的潛力。該公司預計,由於新技術的實施,對其產品的需求將增加,產量也會增加。為了更好地滿足客戶需求,迪爾公司還計劃在其生產和精密農業方法中採用更加手術式的方法。
在回答有關公司到 2030 年實現 20% 利潤率目標的問題時,史蒂夫解釋說,他們還沒有完全達到目標,但已經取得了超過 15% 的最初目標的進展。他將今年的部分錶現歸功於強勁的需求環境,但指出在降低利潤率標準差方面仍有更多進展。迪爾公司公佈了 2023 年第一季度的收益,淨銷售額總計 30.01 億美元。這比上一年增長了 14%,這是由於價格實現和更高的出貨量,部分被貨幣換算的負面影響所抵消。
營業利潤同比增長 4.47 億美元,營業利潤率為 14.9%。利潤增加主要是由於價格實現和更高的出貨量,部分被更高的生產成本、研發和 SA&G 所抵消。
由於強勁的農業基本面、先進的機隊年齡和較低的現場庫存,該公司預計美國和加拿大大型農業設備的行業銷售額今年將增長 5-10%。他們還預計需求將在下一年超過該行業的生產能力。
對於小型農業和草皮,該公司估計美國和加拿大的行業銷售額將下降約 5%。在該細分市場中,與農業生產系統相關的產品訂單保持彈性,而對面向消費者的產品(例如 40 馬力以下的緊湊型拖拉機)的需求自去年以來已大大減弱。
在歐洲,該行業預計將持平至增長 5%。基本面繼續穩固,因此從近期高位放緩,淨外國現金收入保持健康。
在南美,該公司預計拖拉機和聯合收割機的行業銷售額在 22 財年非常強勁的一年後將持平至增長 5%。農民的盈利能力仍然很高,因為客戶受益於強勁的商品價格,在可變貨幣環境下創紀錄的產量。
使用警語:中文譯文來源為 Google 翻譯,僅供參考,實際內容請以英文原文為主
Operator
Any other use, recording or transmission of any portion of this copyrighted broadcast without the express written consent of Deere is strictly prohibited. Participants in the call, including the Q&A session, agree that their likeness and remarks in all media may be stored and used as part of the earnings call.
This call includes forward-looking comments concerning the company's plans and projections for the future that are subject to important risks and uncertainties. Additional information concerning factors that could cause actual results to differ materially is contained in the company's most recent Form 8-K and periodic reports filed with the Securities and Exchange Commission. This call also may include financial measures that are not in conformance with accounting principles generally accepted in the United States of America, GAAP. Additional information concerning these measures, including reconciliations to compare GAAP measures is included in the release and posted on our website at johndeere.com/earnings under Quarterly Earnings and Events. I will now turn the call over to Rachel Bach.
Rachel Bach
Thanks, Brent, and good morning. John Deere completed the first quarter with solid execution. Financial results for the quarter included 20% margin for the equipment operations. While still far from normal levels, fewer supply chain disruptions enabled our factories to operate at high levels of production. Strong ag fundamentals remain, our order [book is] still in allocation are full well into the fourth quarter and, in some cases, full through the balance of the year. Likewise, the construction and forestry division continues to benefit from healthy demand with order books fall into the fourth quarter and orders still on an allocation basis.
Slide 3 shows the results for the first quarter. Net sales and revenues were up 30% to $12.652 billion, while net sales for the equipment operations were up 34% to $11.402 billion. Net income attributable to Deere & Company was $1.959 billion or $6.55 per diluted share. Taking a closer look at the individual segments, beginning with the production and precision ag business on Slide 4. Net sales of $5.198 billion were up 55% compared to the first quarter last year and up versus our own forecast, primarily due to higher shipment volumes and price realization. Price was positive by about 22 points. We expect price realization to be the highest early in the fiscal year, due in part the model year '21 machines produced and shipped in the first quarter of 2022, effectively including 2 model years when compared to the first quarter of '23. Currency translation was negative by roughly 1 point. Operating profit, $1.208 billion, resulting in a 23.2% operating margin for the segment compared to an 8.8% margin for the same period last year.
The year-over-year increase was primarily due to favorable price realization and improved shipment volume and mix. These were partially offset by higher production costs and increased R&D and SA&G. Prior year results were negatively impacted by lower production from the delayed ratification of our labor agreement as well as by the contract ratification bonus.
Moving to small ag and turf on Slide 5. Net sales were up 14%, totaling $3.001 billion in the first quarter as a result of price realization and higher shipment volumes, partially offset by negative effects of currency translation.
Price realization was positive by just over 11 points, while currency translation was negative by nearly 4 points. Operating profit was up year-over-year at $447 million, resulting in a 14.9% operating margin. The increased profit was primarily due to price realization and higher shipment volume, partially offset by higher production costs, R&D and SA&G.
Slide 6 shows our industry outlook for the ag and turf markets globally. We expect industry sales of large ag equipment in U.S. and Canada to be up approximately 5% to 10%, reflecting another year of durable demand. The dynamics of strong ag fundamentals, advanced fleet age and low field inventory all remain.
We expect demand to exceed the industry's ability to produce for yet another year. For small ag and turf, we estimate industry sales in the U.S. and Canada to be down around 5%. Within the segment, order books for products linked to ag production systems remain resilient, while demand for consumer-oriented products such as compact tractors under 40-horsepower has softened considerably since last year. Moving on to Europe. The industry is forecast to be flat to up 5%. Fundamentals continue to be solid, so moderating from recent highs and net foreign cash income remains healthy. In South America, we expect industry sales of tractors and combines to be flat to up 5% following a very strong year in fiscal year '22. Farmer profitability remains high as our customers benefit from robust commodity prices, record production at variable currency environment.
And while the backdrop in a large ag is favorable, demand for low horsepower softened a bit over the first quarter. Industry sales in Asia are forecasted to be down moderately. Now our segment forecasts, beginning on Slide 7. For production and precision ag, net sales are forecast to be up around 20% for the full year. Forecast assumes about 14 points of positive price realization for the full year and minimal currency impact. As noted earlier, we expect to achieve higher price realization in the first half of the year and then see it moderate a bit in the latter half. The segment's operating margin is now between 23.5% and 24.5%.
Slide 8 shows our forecast for the amall ag and turf segment. We expect net sales to be flat to up 5%. This guidance includes 8 points of positive price realization and less than 0.5 point of currency headwind. The segment's operating margin is projected between 14.5% and 15.5%.
Changing to construction and forestry on Slide 9. Net sales for the quarter were $3.203 billion, up 26%, primarily due to higher shipment volumes and price realization. Results were better than our own forecast for the quarter. Price realization was positive by over 13 points, while currency translation was negative by about 3 points. Operating profit of $625 million was higher year-over-year, resulting in a 19.5% operating margin due to price realization and higher shipment volumes, partially offset by higher production costs.
C&F had several miscellaneous items that were positive to the first quarter results. The impact of these positive items was approximately 1.5 points of margin, and we do not expect them to repeat. Prior year results include the impact of the lower production in the first quarter due to the delayed ratification of our labor agreement as well as the contract ratification bonus.
Let's turn to our 2023 construction and forestry industry outlook on Slide 10. Industry sales of earthmoving and compact construction equipment in North America are both projected to be flat to up 5%. End markets for earthmoving and compact equipment is expected to remain strong. While housing has softened. Infrastructure, the oil and gas sector and robust CapEx programs from the independent rental companies have continued to support demand. Retail sales have remained robust and dealer inventory is well below historic levels.
Global road building markets are forecast to be flat. North America remains the strongest market, compensating for softness in Europe as well as in parts of Asia. In forestry, we estimate the industry will be flat as softening in the U.S. and Canada is offset with strength in Europe. Moving to the C&F segment outlook on Slide 11. Deere's construction and forestry 2023 net sales are forecast to be up between 10% and 15%.
Our net sales guidance for the year considers around 9 points of positive price realization. Operating margin is expected to be in the range of 17% to 18%. Shifting to our financial services operations on Slide 12. Worldwide financial services net income attributable to Deere & Company in the first quarter was $185 million. The decrease in net income was mainly due to less favorable financing spreads.
For fiscal year 2023, our outlook is now $820 million as the less favorable financing spreads, higher SA&G expenses, and lower gains on operating lease dispositions are expected to more than offset the benefits from a higher average portfolio (inaudible). The less favorable financing spreads in both the first quarter results and outlook are a function of the velocity of interest rate increases and the lag and price changes.
Credit quality remains favorable with very low write-offs as a percentage of the portfolio. Slide 13 outlines our guidance for net income, our effective tax rate and operating cash flow. For fiscal '23, we are raising our outlook for net income to be between $8.75 billion and $9.25 billion, reflecting the strong results of the first quarter and continued optimism for the remainder of the year. Next, our guidance incorporates an effective tax rate between 23% and 25%. Lastly, cash flow from the equipment operations is now projected to be in the range of $9.25 billion to $9.75 billion.
That concludes our formal comments. Now I'd like to spend some time going deeper on a few things specific to this quarter. Let's start with farmer fundamentals. The USDA recently updated its farm income forecast. U.S. net cash farm income is forecast to be down in 2023 compared to 2022, but still well above long-term averages and at levels supportive of continued replacement demand. Importantly, crop cash receipts are predicted to be down only 3% and remain at very healthy levels for row crop producers. And while expenses are expected to be up, some key inputs like fertilizers have moderated since peaking in 2022. All in, the 2023 income forecasts are solid and will continue to support equipment demand. This may be specific to the U.S., but the message is similar across our various global markets, right, Brent?
Brent Norwood - Director of IR
That's right. And I would add that global stocks to use remain very tight, keeping grain prices elevated, even if they are down a bit from the highs of last summer. So the story here is one of slightly lower net income, but still quite profitable, which is true in most ag markets globally. As noted earlier, profitability in Europe remains solid. While grain prices have come off peak levels, input costs have also declined, keeping margin at supportive levels there. The relative profitability varies a bit by region with Central Europe, faring a bit better than Western Europe, but overall, still solid across the region. And in Brazil, higher production and favorable FX has kept profitability solid, making the region one of the strongest from a fundamentals perspective. The political transition and rising interest rate environment could result in some softening for smaller ag equipment, but large ag equipment demand is holding steady.
Joshua A. Jepsen - Senior VP & CFO
This is Josh. One thing I'd like to add here is that when we meet with dealers, we hear a consistent message from them, too. They're positive on the outlook and customer demand. We even get feedback, they could quote more customers if they weren't on allocation. So we feel good that the demand is out there. Our dealers are also optimistic about the level of tech adoption and demand for precision ag solutions as customers look to reduce expensive inputs, which improve profitability and sustainability. And this is not just a North American theme, but across the globe. I was with our dealers from Latin America earlier in the quarter, and the appetite for increased technology from our customers is very strong, and our dealers are investing heavily to deliver on the value proposition.
Rachel Bach
That's a good perspective on the industry outlook and the dealer feedback. With that in mind, our order books were generally fall into the fourth quarter as we look across the global large ag business. Most orders are retail, so they have a specific customer name associated with them, and we anticipate it will be yet another year where large ag equipment demand outstrip supply. But if we look more closely at our small ag and turf division, the story is more (inaudible) . Can you step through that, Brent?
Brent Norwood - Director of IR
Sure. if we dissect the segment, around 2/3 of our sales are linked to products tied to ag production systems like dairy and livestock, hay and forage and high-value crops. The remainder is tied more to consumer-oriented products. So hay and forage and lifestyle margins remain above recent historical averages. Additionally, dealer inventory to sales ratio for midsized tractors are below normal levels. So this part of small ag and turf has remained steady. A good proof point here is that the order book for our midsized tractors built in Monheim, Germany is filled well into the fourth quarter of fiscal year 2023.
On the other hand, turf and utility equipment is more closely correlated with the general economy, specifically housing. So we've seen softening there, particularly in compact utility tractors. This is more in place where we've seen industry inventories build. And to round out the conversation on order books. Construction and forestry is also full into the fourth quarter. Given levels of demand, we do not anticipate any rebuilding -- any rebuilding of channel inventory in fiscal year 2023.
Rachel Bach
Let's stay on that topic of inventory building. And going back to your comment, Brent, on turf and utility equipment industry and inventories. Is that increase in channel inventory purely related to the softening in demand or any of that seasonal for turf and utility equipment?
Brent Norwood - Director of IR
A mix of both. We are heading into the prime spring selling season for turf and utility equipment. So we normally have some inventory build at this time of the year that will sell off as we go through the spring. But we're monitoring channel inventory closely, so we can react quickly if there is further softening in demand.
Rachel Bach
What about channel inventory for our other segments?
Brent Norwood - Director of IR
Yes. For large ag, our dealers remain on allocation as we've mentioned. The vast majority of orders are marked for retail and have a customer name associated with them. So we don't expect to see a restocking of dealer inventory this year. You'll see some channel inventory build seasonally a bit as we ramp up production ahead of the use season, but we don't predict much change in dealer inventory year-over-year by our fiscal year-end. We expect any restocking to be more of a 2024 story. And as I noted, it's the same for our North America construction and forestry business. Dealer inventory is at historic [lows]. Based on retail demand and our production levels, we don't anticipate much increase in dealer inventory. Again, we would expect any build there to occur in 2024.
Joshua A. Jepsen - Senior VP & CFO
Maybe a couple of things to add here. As mentioned, our dealer inventories remain below historic levels as demand outpaces supply. We've noted a few times that our order books are still on allocation basis. And this continues because while supply challenges have eased, the supply chain is still fragile. It's getting better, but we continue to experience higher-than-normal supply disruptions. We're working with our supply chain and doing our best to try to ensure delivery to our customers. Second, since new equipment inventories remain tight, our dealers are seeing the benefit in used equipment. Deals are turning their used equipment very quickly at a historically fast pace, demonstrating resilient demand for used. As a result, used equipment inventories are at low levels and used equipment prices continue to be strong. This is a positive for customers as it reduces their trade differentials. This is especially true for both large ag and construction and forestry.
Rachel Bach
Thanks, Josh. Let's shift to pricing. Production and precision ag in particular, benefited some high price realization here in the first quarter. This isn't a normal comparison though, Josh, can you break that down for us?
Joshua A. Jepsen - Senior VP & CFO
You're right. It's not a normal year-over-year compare. It's really comparing 2 years' worth of price increases. Last year, during the first quarter, we were still shipping a fair number of model year '21 machine. We were behind on deliveries due to the work stoppage at some of our largest U.S. factories. So for example, a lot of tractors we shipped during the first quarter of 2022 were actually model year '21 machines and model year pricing.
During the remainder of fiscal '22, we experienced significant material inflation, but we also successfully increased line rates to catch up on shipments. So we shipped most of the model year '22 tractors during fiscal '22. So now here in the first quarter of '23, nearly all of the tractor shipments were model year '23. So when one looks at the first quarter year-over-year price comparison is a really model year '23 versus model year '21 or 2 years for the of price.
We do believe the price comparisons will moderate in the back half of the year. Our full year forecast contemplates production costs increasing year-over-year due to the impact of labor, energy prices and purchase components. Though we do expect the increases to be at a much lesser extent than we experienced in '22. We expect to benefit from improvements in commodity prices, decreased use of premium freight and increased productivity as our operations run more smoothly. Looking forward though, as inflationary pressures subside, we expect a reversion to our historical averages for price increases.
Rachel Bach
That's helpful. Thanks, Josh. And also a good segue to talk about the rest of the year compared to the first quarter. It was a strong first quarter. However, in the first quarter, we had fewer production days with the holidays and some plant maintenance, model year switch overs and so on. So as we look to the second quarter, we'll have more production days. C&F, as I mentioned earlier, had some miscellaneous positive items in the first quarter that won't repeat as we progress through the year.
Brent, can you talk through how people should be thinking about our rest of the year forecast?
Brent Norwood - Director of IR
Absolutely. For PPA and C&F, we're confident in the rest of the year demand. And it's likely that our seasonality for the remainder of the year will look more like our historical cadence with the second and third quarters expected to be the highest in revenue for PPA, for example. The supply chain needs to continue to improve, enabling higher production rates. Part delinquencies and delays have abated, but have not returned to pre-pandemic levels or anything we had consider indicative of a healthy supply chain. Our guidance contemplates that we can procure the material we need to continue production at current daily rates.
So with respect to top line guidance, we do not see significant demand risk for the rest of the year, but we do need the supply base to continue to execute. When it comes to production costs, there are a few variables to consider. As Josh mentioned, while raw material prices and the need for premium freight have eased, we continue to see inflation on purchase components, labor and energy. So some puts and takes there. If the supply chain continues to improve, we could see some additional productivity gains in our operations.
Joshua A. Jepsen - Senior VP & CFO
This is Josh. One, I want to point out that when it comes to costs, we're not just waiting for things to get better. We're working with our suppliers to improve on-time deliveries and manage through inflationary pressures. We continue to look for opportunities to source differently when it makes sense, and we're looking at our own processes as well to continue to improve efficiency and cost we can control. So cost is top of mind and a key focus area.
Rachel Bach
One last special topic. We recently published our 2022 sustainability report. It can be found on deere.com/sustainability, and I would encourage people to take a look at it.
Josh, any highlights you'd like to point out?
Joshua A. Jepsen - Senior VP & CFO
Yes. A few things here to highlight. We made progress on our Leap Ambitions, including engaged, highly engaged, sustainably engaged acres. Engaged acres give us a foundational understanding of customer utilization of Deere technology, and we continue to enable our customers to use data to do more with less Unlocking economic value, while also improving environmental outcomes. We formed partnerships to accelerate this value unlock for customers.
One example is a demonstration farm with Iowa State University, where over several years, we'll be able to test various sustainable farm management strategies and farming practices. We'll be able to collect data that mirrors our customers' applications and decision-making to deliver better solutions. We introduced the ExactShot feature on planters at CES 2023. This is a great example of a solution that enables our customers to do more with less and leverages our tech stack, pulling nozzle technology from sprayers onto ExactEmerge planter to deliver starter fertilizer on the seed and only on the seed when planting.
We also introduced prototype of our first fully electric excavator at CES. It's a Deere designed excavator with a Kreisel battery. It shows our focus on electrification in response to customer pull for quieter and safer solutions, while executing jobs in a lower emission manner. It's an example of the team making progress on reducing Scope 3 greenhouse gas emissions for which we have validated science-based targets.
With our focus on creating value for customers and being organized around their production systems, the solutions shown at CES underpinned the message of real purpose real technology with a real impact in all we do. I also want to highlight the significant progress we made in terms of our operational sustainability goals. For example, Scope 1 and 2 greenhouse gas emissions, we had a goal of 15% reduction between 2017 and 2022. As we close out 2023, we almost doubled that achieving a reduction of nearly 29% during that time frame. So it's not just our products, but our operations having a positive impact, too.
Rachel Bach
That's good stuff. And before we open the line for other questions, Josh, any final comments?
Joshua A. Jepsen - Senior VP & CFO
Sure. It was a good first quarter. Strong results in start of the year. Fundamentals in demand across -- are solid across most parts of our business. The supply chain is showing early signs of improvement, but remains fragile, so the teams are managing through it. We're proud of the team, of employees, suppliers and dealers as we continue to work together to deliver our products and solutions to our customers. It was also very exciting at CES to reveal new solutions that will unlock value for our customers, not just economic value, but sustainable as well. You can read about it and the progress in the 2022 sustainability report, but to see it at CES and our strategy in action reinforces our belief that we have tremendous purpose and the ability to deliver real value for all those associated with Deere.
Rachel Bach
Thank you. Now let's open the line for questions from our investors.
Brent Norwood - Director of IR
Now we are ready to begin the Q&A portion of the call. The operator will instruct you on the polling procedure. (Operator Instructions)
Operator
(Operator Instructions) Our first question today comes from Seth Weber with Wells Fargo Securities.
Seth Robert Weber - Senior Equity Analyst
I wanted to just ask a question on the cost side. Just to clarify what your message is on the input costs and freight costs and things like that. Are you suggesting that costs are going to continue to be up year-over-year through 2023? Or is there some point during this year when we start to see a cost benefit to Deere on a year-over-year basis? Like when does that flip, I guess, from whether it's input costs or freight or what have you?
Brent Norwood - Director of IR
With respect to production costs, Seth, there's quite a bit to unpack there. I mean I think first and foremost, our factories were running a lot better in the first quarter, really better in the first quarter than at any other point in -- over the course of 2022. So we were able to hit line rates that we were expecting to hit as well as completing the machines and the sequence that we intended to complete them on. With respect to production costs, they are still going to run higher on a year-over-year basis for the full year, but at a diminishing rate when compared to production cost increases that we saw in 2022.
If I dissect the components of production costs, there's a few puts and takes there. Raw materials were slightly favorable in the first quarter, but that will get more favorable as we progress through the year. Freight was already favorable in the first quarter as well, and we do believe that will continue rest of the year. Where we are still seeing inflation impacting the production cost line item for us is really in purchase components. And those tend to inflate on a lagging basis. If you think about the inflation that our Tier 3, Tier 2 suppliers are experiencing, it takes a while for that to bubble up into our production costs.
So the inflation they have with respect to labor and raw mats are really hitting us on a lagging basis. That's what's driving some of the higher production costs year-over-year. I'd also note that labor and energy are going to be higher on a year-over-year basis, also taking production costs on an absolute basis up year-over-year. Now that said, we are actively working with our suppliers to sort of get back any sort of inflation that's linked to raw material. So you'll see us very much focused on cost for the rest of the year.
Joshua A. Jepsen - Senior VP & CFO
Seth, it's Josh. Maybe 1 to add there is, last year, as we saw this, we had -- because of the way our price programs work and early order programs, we had set price and then we saw inflation come through. So while we were price production cost positive in '22, it was just slightly positive. '23, we would expect that to be much more positive as we catch up a bit on the pricing side and start to see some of the increases come in. So that will be more positive in '23 than it was in '22.
Operator
Our next question comes from Dillon Cumming with Morgan Stanley.
Dillon Gerard Cumming - Research Associate
If I can just ask a longer-term one. I think some of the concern out there in the market is just that we haven't seen an ag cycle this long, right, over the last decade. But if you look at Deere's own revenue growth profile, right, in the '90s and early 2000, there have been prior instances of your company seeing 7, 8 years of consecutive revenue growth. So I guess if you had to describe the current backdrop, right, demand outstripping supply, et cetera, would you say that we're operating in a market environment maybe similar to those years versus the more commodity driven cycles that we've seen over the last decade or so?
Brent Norwood - Director of IR
Yes. Dillon, thanks for the question. With respect to this particular cycle, I think there's a lot of variables at play. First off, we've had a really strong start to the year. And our guidance would indicate we're going to have a very strong rest of year as well. We note the backdrop right now is very supportive. Farmer fundamentals are really strong. And we had a record year in 2022. But as we look at 2023, it's going to be a slight decline, but still at a very, very positive level. Crop cash receipts are down 3%, farmer net income is down 16%, but both of those figures would be higher than the peak of any prior cycle. So right now, I think our farmers are in really good shape.
I think another thing to contemplate with respect to this particular cycle is the way that it really unfolded has been at a slower pace than what the market would typically facilitate. We saw demand inflect in early 2021, but the industry was suffering from significant supply constraints over that year '22 and in '23. We are still shorting demand on some level in '23, much of that or some of that will certainly push into subsequent years. So this cycle is difficult to compare to prior cycles because of some of these artificial and external constraints that are placed on the business.
Now with respect to 2024, certainly, too early to make a call there. There's a lot of variables between now and then we have to plant the 2023 crop. We want to see where ag inputs normalize, things like fertilizer, seed and chemicals have been somewhat volatile in their pricing over the last couple of -- or last year or so. And we've got a number of swing exporters, I would say, when you contemplate areas like the Black Sea region as well as Argentina. So a lot of variables need to play out, and we'll start to collect our first data point on next year. Really this summer, when we run our crop care early order program, we'll collect some additional data points in the fall with our combine early order program.
That said, how we intend to exit '23, we think we'll exit at a really healthy rate. The fleet age will still be advanced. And inventories, both new and used are going to continue to be tight.
Joshua A. Jepsen - Senior VP & CFO
Yes. Dillon, maybe 1 thing I would add here, and this gets back to our strategy and I think how we are fundamentally different company in terms of what we're delivering to customers, how we're integrating technology to drive value for customers, really irrespective of where end markets are, the ability to take cost out and to increase productivity and profitability for customers. So we're very, very focused on our ability to dampen cyclicality over time, be less reliant on sheer unit volume as we drive better economics for our customers and better per unit economics for Deere. So we feel really good about the opportunity to drive growth and our ability to create value for customers. Thanks, Dillon. We'll go to our next question.
Operator
Our next question will come from John Joyner with BMO Capital Markets.
John Phillip Joyner - Machinery Analyst
Great. Josh, you've discussed this a bit, and I know my question here comes up a lot, so I do apologize in advance. But how do you think about pricing power, I guess, when the currently robust up cycle eventually moderates? Or are prices now possibly set at a -- what could be a structurally higher level?
Brent Norwood - Director of IR
John, with respect to price, I think there's a lot to contemplate there. The pricing actions that we've taken have been commensurate with the level of production cost that we and the industry have experienced. And Josh noted this earlier, if you look at our 2022 margins for production precision ag, they were actually down year-over-year when compared to '21, even on 33% higher revenue. So we've absorbed a lot of production costs and have had to take price measures to account for that. I think what we've seen so far is no sign of demand destruction yet. Our customers have been really profitable over the last few years. And the good news is we are seeing signs of moderation in our production cost increases. So in our -- from our perspective, that does point to, I would say, a reversion to the mean in terms of normal price increases year-over-year as we start to stabilize with respect to higher production costs.
Joshua A. Jepsen - Senior VP & CFO
Yes. Maybe, John, 1 add I would throw in there is when we look at the impact of equipment on the P&L for customers is still a relatively small percentage. And I think important in that is it's a relatively small percentage, and we're actively focused on other parts of the P&L, how do we take cost out and how do we improve yield. I think that's really important kind of to my previous comment on being able to do that is beneficial regardless of where end markets are or where commodity markets are. So that focus the ability to do that over time that we think is differentiated. But as Brent mentioned, we do think as inflationary pressures abate, we'll see prices come back into culture what we've seen in the past.
Operator
Our next question comes from Thein with Citigroup.
Timothy W. Thein - Director & U.S. Machinery Analyst
Yes. So just thinking about gross margins for the rest of the year relative to the 30% in the first quarter, the full year guidance only outlines just a marginal improvement. Obviously, you'll have -- you should have volumes at quite a bit higher kind of quarterly run rate from the first quarter. So what are the -- I mean you talked about there's a lot of interplay between price and cost. But normally, just from kind of a seasonal perspective, we do see more of an improvement. So are there -- but there's perhaps some mix benefits that may play through in PPA that helped the first quarter that won't for the rest of the year? Or are there any other high-level thoughts you have on that, just as we think about, again, gross margins for the balance of the year.
Brent Norwood - Director of IR
Tim, thanks for the question. With respect to gross margins, we would expect to see rest of year somewhat in line with what you saw in the first quarter. As Josh noted, we'll have and put up the strongest price realization number in Q1. That will moderate a little bit as we go through the year. What offsets that, though, is our cost compares get more favorable. And so I think the dynamic between moderating price combined with better cost compares will sort of work to offset each other and keep our gross margins roughly in line with what you saw in the first quarter.
Joshua A. Jepsen - Senior VP & CFO
Yes, Tim, I think that's fair from a gross margin perspective. And if you think about just profitability overall, our operating margins, we do have higher R&D year-over-year. We're investing at a record level of R&D. And I think that really speaks to our confidence and optimism and the value that we can create. That's clearly not in the gross margins. But as you think about operating margins, we do see that higher year-over-year and probably higher rest of the year than compared to 1Q.
Operator
Our next question comes from Stephen Volkmann with Jefferies.
Stephen Edward Volkmann - Equity Analyst
Great. I wanted to think about margins kind of big picture here, and maybe this is [Josh'] question, I don't know. But at the end of the day, it feels like you guys have sort of achieved your targets earlier than you expected. I wonder if there's an opportunity to sort of bump those higher over time or whether you think those are still the right range to think about? And more specifically, how much volatility maybe on the decremental side if and when we actually sort of end this cycle?
Brent Norwood - Director of IR
Steve. With respect to our stated goal of 20% margins -- through cycle margins by 2030, maybe a couple of things to unpack there. First goal is to get to a structural through-cycle margin achievement at that point. And we would say we're not quite there yet. I understand that our guidance would imply 20% for this year. And we certainly have progressed beyond our original goal of 15%, but there's still a little bit further to go on the journey. Part of this year's performance is based on the robust demand environment that we're in. I think the other thing I would point out there is keep in mind that there is an entirely other element to that goal around the reduction of the standard deviation around margins. And we're just now beginning to make progress on our recurring revenue goal by getting the right tech stack out in the market. So I think that part of the journey, we still have a much further way to go. We're getting started. I think we're off to a good start. But it's really -- you need to consider both our goal to get to sort of through cycle margins of 20%, but then also minimize the volatility around that 20% as part of the goal suite as well.
Operator
Our next question comes from David Raso with Evercore ISI.
David Michael Raso - Senior MD & Head of Industrial Research Team
I'm trying to think about '24. The order books are not open yet, right? So still some time to think about that and how we're going to price as well for '24. So it looks like the rest of the year, you're implying pricing is up about 9.9% in the rest of the year, so maybe a cadence of 13%, 14% and 10%, and then by the fourth quarter, we're still up 6%, 7%. So I'm just trying to think about initially -- I know it's early, but how are you thinking about pricing for '24 as it sits today? And is that roughly the right way to think about the exit on pricing for the year and that kind of up 6% to 7% in the fourth quarter.
Brent Norwood - Director of IR
David, with respect to price, I think your math is probably fair in terms of seeing that price realization number moderate a little bit as we go through the year. Compared to last year, in 2023, we won't see as much midyear price increase. So a lot of the impact that we're seeing early in the part of 2023 is based on sort of midyear price actions that we took last year. So I think as we migrate from fiscal year '23 into '24, it will be a little bit more then of a kind of clean break in terms of pricing and will be mostly dependent on what we do for new list prices in '24.
The calculus there is really going to be based on what we're seeing in production costs. We've seen some positive tailwinds beginning this -- in the first quarter of this year, and we would expect some of that to get better as we go through the year. But we're going to have to take a wait-and-see approach until we get a little bit closer to early order programs before we maybe have a fully formed view on where pricing might be in '24.
Operator
Our next question comes from Michael Feniger with Bank of America.
Michael J. Feniger - Director
Is there any way to frame these pricing gains being able to look at how much is coming from the inflationary side and how much the higher rates are from tools and features. And are you seeing pricing just across the industry and players remain disciplined as they kind of roll through this year as inflation eases and we revert more to that normal environment.
Brent Norwood - Director of IR
Mike, thanks for the question. With respect to pricing, I think the historical trend would point to a normal environment of 2% to 3% pricing based on inflation and roughly maybe 3% to 4% based on additional features. Now when we quote price realization in our press release, we're only quoting inflationary prices, right? We don't quote the addition to average selling prices that come from those new features in precision ag that would typically fall in the mixed bar on our waterfall charts. And I think on a go-forward basis, the 3% to 4% is largely in line with what we would expect to continue going forward. With respect to industry discipline, we'll play a wait-and-see approach how that plays out over the course of this year.
I think it will be largely dependent on the inventory levels that we see in large ag, North America large ag specifically. Right now, those continue to be pretty tight. And as long as those remain tight, there's not a lot of incentive for the industry itself to be undiscipline on price. But again, we'll wait and see how that plays out as we progress through the year.
Operator
Our next question comes from Jamie Cook with Credit Suisse.
Jamie Lyn Cook - MD, Sector Head of United States Capital Goods Research and Analyst
I guess just 2 questions. Back to C&F, I know you outlined 1.5 points due to sort of miscellaneous positive items. If you could just explain a little more what exactly that was? And obviously, the margins were strong in the quarter. Is there anything structural going on there that we should get more optimistic about how we think about construction margins over the longer term?
Brent Norwood - Director of IR
So with respect to the drivers of the C&F beat, I think there's a couple of things to unpack there. First, operationally, that division executed very well in the quarter and the order book remains really strong. Demand has really held up in that division for us. I would say that Wirtgen was exceptional in their performance in the first quarter. And of course, we've got a little extra price there.
Jamie, you noted there were a couple of miscellaneous items. Those were around some FX hedging gains that we took primarily in the quarter. What I would tell you is that the construction and forestry division is one where we've been working to improve structural performance for the last couple of years. You've seen that with the Wirtgen acquisition we made 5 years ago as well as the decision we made last year to purchase out the -- our JV partner in the Deere-Hitachi relationship. I think those are things that will continue to deliver structural performance as we move forward, and it's a division, we're really excited about the growth opportunities in.
Joshua A. Jepsen - Senior VP & CFO
Yes. One thing to add, Jamie. Those 2 things Brent mentioned are critical. And then on top of that, it's been really, really thoughtful on how we leverage technology into both earthmoving and road building as well as forestry because as with most industries, there's -- there are significant labor challenges. So the ability to automate jobs and bring technology to make jobs safer and easier to do is really, really important. So you'll see us leverage technology there. You'd be thoughtful in surgical and how we pull things over from PPA, production and precision ag, for example, and we think that will -- there's another structural component as we go forward.
Operator
Our next question comes from Mig Dobre with Baird.
Mircea Dobre - Senior Research Analyst
I wanted to ask a backlog question, if I may. So you came into the year with a little better than $14 billion worth of backlog in your ag segment. And I'm sort of curious in your planning assumptions for 2023, do you expect to start working down some of this backlog? And I guess there's 2 things here. Are you structurally running now with higher levels of backlog or is this something that can -- we can actually start to see come down this year? And what are sort of the implications here for production in 2024, given how strong the backlog was to begin with.
Brent Norwood - Director of IR
Mig, with respect to our backlog, I think there are a couple of things to discuss there. The level of the backlog that has grown relative to history, some of that is just coming from increased valuation of our -- of the price point of our machines, right? So if you compare on an absolute basis, that's certainly going to look higher.
Certainly, the last couple of years, order books have run further than that they've had during prior years. And I think that reflects the environment that we're in where demand is far exceeding supply. Certainly, if we get back to a more normalized supply and demand environment, that can moderate a little bit. But with respect to 2024, it still remains. It's still a little early, I think, to have a perspective in terms of how far those order books are going to run ahead of the year.
What I would tell you, though, is based on where we are at right now, we expect to have little field inventory by the end of the year. And many of our dealers are fully expecting that some products are going to remain on allocation in 2024. Again, that's what we see today. But again, we'll let this season play out. We'll let this crop play out before we have a fully firm view on what that backlog looks like for next year.
Joshua A. Jepsen - Senior VP & CFO
Mig, it's Josh. Maybe a couple of things to add. Some of this too is impacted by the supply chain and what is the status of the supply chain and the ability to get material to produce, which impacts how far out we're ordered. I think the -- that's really, really critical. I think the other component is thinking about where we at from a field inventory perspective, where our dealers at. This year, we have, by and large, been serving retail customers. So we have not been building stock for dealer inventory. So I think that's an important opportunity, that dealers would like to have a little more inventory that's not just going to retail as we look forward in '24.
Operator
Our next question will come from Tami Zakaria with JP Morgan.
Tami Zakaria - Analyst
Fantastic quarter. So going back to the dealer inventory levels, and you said you don't expect much restocking this year. Can you comment where dealer inventory currently stands in a number of months for tractors and combines in, let's say, North America, Europe and South America versus (inaudible). I'm trying to gauge what the volume benefit to you could be in 2024 if restocking finally happens?
Brent Norwood - Director of IR
Tami, I would say overall inventory remains below historic averages. And there's probably -- there's a few pockets where it's built, and I'll call those out. But North America, large ag again, we don't see any big builds this year. If we compare where we are today versus historical averages, if I look at 220-plus horsepower tractors, we're sitting at about 14% inventory to sales ratios.
Typically, that's going to be in the mid-20s to maybe even low 30s at this point in the year. Four-wheel drives and combines, I think, are at a similar point there. And so I think there's definitely some restocking that will serve as a tailwind in subsequent years there.
C&F is really a similar narrative. We're sitting between 15% and 20% inventory to sales ratios, and typically, that's going to run in the mid-30s to maybe even low 40s depending on what our expectation is of the market. So there is a little bit of restocking tailwind. I think that's more of a '24 event, assuming that the supply chain continues to get better and demand holds.
Where we have seen a few areas of inventory build, as we called out earlier, it's really on the small compact utility tractors, so the under 40-horsepower, where you've seen our inventory get to about a 50% inventory to sales ratio. The industry is even higher, maybe about 10 points higher. And then the other pockets that have built a little bit have been really in Brazil, CE and Brazil small ag. And Brazil has been a market where it's kind of -- it's really a tale of 2 markets there.
Inventory, I would think, is right in line with where we want it to be for large ag. It's built a little bit on the small ag side. And what you're seeing there is those producers have a little more sensitivity to higher interest rates. And I think as a result, that's really cooled the market a bit here in the first quarter. We'll see how that trends. We're watching it really closely for those 5 Series, 6 Series tractors that we sell in the Brazilian market. But otherwise, I would say inventory there is more normalized.
Tami Zakaria - Analyst
Got it. That's very helpful. Can I ask a quick follow-on? So -- and I'm sorry if I missed it. Can you quantify by how much your second quarter production rates would be up sequentially and year-over-year?
Brent Norwood - Director of IR
Certainly. So for North America large ag, our large factories like Waterloo and Harvester Works, we talked about the first quarter having about 25% less production days than what we would have had in the fourth quarter. So sequentially, it was significantly less production days. Now as we look forward to the second quarter, second quarter we'll have, I would say, an average number of production days. So more similar to what we had in the fourth quarter of 2022. It's roughly between 60 and 65 production days for that quarter.
Joshua A. Jepsen - Senior VP & CFO
Tami, maybe 1 thing to add as we think about broadly across all of our businesses, seasonality, as Brent mentioned, returning to look much more similar to what it has in the past, but I would note 2Q, 3Q are probably much more similar from a top line and margin point of view than they historically have been. So I think we would see a little bit flatter sales and margin between 2Q compared to 3Q versus historical.
Operator
Our next question comes from Jerry Revich with Goldman Sachs.
Jerry David Revich - VP
I'm wondering if you could just give us an update on precision ag on the rollout on an aftermarket basis, where do we stand in terms of product offerings and aftermarket take rates and any variations in take rates versus what we discussed last quarter on the early order programs as the book has built on the new equipment side.
Brent Norwood - Director of IR
Jerry, regarding precision take rates, I would say there's not a lot new to report this quarter from last quarter. If you recall, at the end of the fourth quarter, we had already completed all of our early order programs for both crop care and combined. So we are running a little bit ahead of schedule then what our normal order book cadence would typically show. So as a result, we haven't taken a lot of new orders over the last quarter for those products as they're pretty much sold out for the entire year. We did fill out an extra month or extra quarter of tractor orders. But maybe just to reiterate some of the things that we talked about last quarter. Take rates for our [Marquee] precision ag technologies all moved up notably things like ExactEmerge and ExactApply saw higher take rates. And then some of our more recent precision ag product offerings like ExactRate or the sugarcane harvester CH950 also improved remarkably.
I think for now, we're very focused on this next generation of products like autonomy, like See & Spray. And then, Jerry, you also brought up retrofit. This is also another part of the tech stack that we're investing in significantly right now. And I think still early days there, but really excited about some of the things that you'll see hit the market over the next couple of years.
Joshua A. Jepsen - Senior VP & CFO
Jerry, as one thing you'll hear from us, too, I think is a shift to think about utilization including further engagement with our dealers. And then our teams recently met with our dealers, we have an annual precision ag meeting, and there's a lot of excitement and investment happening in this space to enable our customers to get more out of the solutions that we deliver and better outcomes. And as noted, you may recall in the past, we've talked about, we're including in our dealer incentive plans, precision ag engagement. So that's a component of their plan. So that's new for '23, but underlines the importance of what we're doing there and the dealer's commitment.
Operator
Our next question will come from Kristen Owen with Oppenheimer.
Kristen E. Owen - Associate
Brent, you started to talk about this a little bit in a question about the inventory levels. But I'm wondering if you can give a little bit more commentary on what you're seeing across South America just some on the ground for near-term activity levels. But really, I'd love to focus on the longer term what your view is on your relative positioning in the region?
Brent Norwood - Director of IR
Yes, thanks, Kristen, for the question. Maybe a couple of -- I'll make a couple of near-term comments and then would love to talk about the longer term there.
I mean for 2023, market that's going to see record production for corn and soy and near-record production for cotton and sugar. Profitability will be outstanding this year. So really good near-term fundamentals. Our guides up flat to up 5% after a really big 2022. So we're really excited about the fundamentals there. Right now, also in the near term, and I'll point this out, it is a little bit of a tail of 2 markets, right, where large ag is performing at a higher level than small ag. Again, small ag, more sensitivity to things like interest rates. But Brazil continues to be the strongest market for us in South America.
Now longer term, it is a market we are incredibly excited about. There's probably no other market in the world that has the scale that Brazil has. And the need for technology there is so significant. And it's not just this next-generation technology that we're talking about, there's a lot of tools that we have today that haven't been fully deployed in Brazil. Connectivity is maybe one of the biggest barriers. We're working really hard to solve that. And when we do solve that, we think there's a significant unlock just utilizing todays' technology much less when we get to a point where we've got things like autonomy and See & Spray deployed in Brazil.
So you'll continue to see that as a market. We're going to invest heavily in, in a market that really plays to our strength, particularly as we've seen just a continuation of this migration from lower horsepower equipment to higher horsepower, more precise equipment, I think it really plays to Deere strength longer term there.
Joshua A. Jepsen - Senior VP & CFO
Kristen, as Brent mentioned, the appetite and the adoption of technology there, in particular in Brazil, is happening faster than anywhere else in the world. I think importantly, we've already gone on a significant journey with our dealers over -- really over the past 2 decades in terms of building dealers of scale with the ability to support service, very sophisticated farmers, high levels of technology, and they're very excited about it. The other important piece, too, is we've talked about in the past, we have a target of having margins in South America, be North American like, and we've really done that. Over the last year, we've seen the margin performance significantly improved to now where it's North American like, if not a bit better. So we feel really good about the progress in the future there in an area of continued focus.
Brent Norwood - Director of IR
I think we have time for 1 last caller.
Operator
Our next question comes from Mike Shlisky with D.A. Davidson.
Michael Shlisky - MD & Senior Research Analyst
You touched on this in passing earlier, Brent, I think, but you had mentioned advanced fleet age and the driver production in precision ag. If you meet your overall financial goals for 2023, do you think farmers will have called up on 3 days by the end of the year? Will they still be older than they probably should be going into 2024. And maybe to answer that question and a similar one on construction and forestry, will that also be still age going into 2024.
Brent Norwood - Director of IR
Mike, thanks for the question. It all depend a little bit on what product line we're talking about for large ag. If we meet our production goals, this year tractors will sort of maintain their rate. We won't -- they won't age out further, but they really won't get younger. We pointed this out before in the past. Our production levels in 2023 are still 20%, 25% below prior replacement cycles. So as a result, we'll likely just maintain large tractor age in 2023.
We'll make a little bit of progress on combines pulling down the age a bit, but I'd note that where the ending point for this year is still above sort of the average fleet age over a longer period of time. For construction, it depends on the end market we're talking about, to some degree. That age is normalizing in some pockets. But we also have, I would say, the rental channel is really refleeting right now. And this is because they obviously had lower CapEx budgets in 2020, '21. And then in 2022, they weren't able to get maybe as much allocation as they wanted, given how earlier in the year, that market was so strong. So I think there's probably a longer way to go when we think about rental fleet age and that may be a multiyear journey there.
And that's our final question for today. We thank everybody for joining us and look forward to reporting in 3 months from now. Thanks all.
Operator
That will conclude today's conference, and we thank you for participating. You may disconnect at this time.