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Operator
Good day, and welcome to the EastGroup Properties Fourth Quarter 2022 Earnings Conference Call and Webcast. (Operator Instructions) Please note this event is being recorded. I would now like to turn the conference over to Mr. Marshall Loeb, President and CEO. Please go ahead, sir.
Marshall A. Loeb - President, CEO & Director
Good morning, and thanks for calling in for our fourth quarter 2022 conference call. As always, we appreciate your interest. Brent Wood, our CFO, is also on the call this morning. And since we'll make forward-looking statements, we ask that you listen to the following disclaimer.
Keena Frazier
Please note that our conference call today will contain financial measures such as PNOI and FFO that are non-GAAP measures as defined in Regulation G. Please refer to our most recent financial supplement and to our earnings press release, both available on the Investor page of our website and to our periodic reports furnished or filed with the SEC. For definitions and further information regarding our use of these non-GAAP financial measures and a reconciliation of them to our GAAP results.
Please also note that some statements during this call are forward-looking statements as to defined in and within the safe harbor under the Securities Act of 1933, the Securities Exchange Act of 1934 and the Private Securities Litigation Reform Act of 1995. Forward-looking statements in the earnings press release, along with our remarks, are made as of today and reflect our current views about the company's plans, intentions, expectations, strategies and prospects based on the information currently available to the company and on assumptions that have made. We undertake no duty to update such statements or remark whether as a result of new information, future or actual events or otherwise.
Such statements involve known and unknown risks, uncertainties and other factors that may cause actual results to differ materially. Please see our SEC filings included in our most recent annual report on Form 10-K for more detail about these risks.
Marshall A. Loeb - President, CEO & Director
Good morning. I'll start by thanking our team for a strong quarter and year. They continue performing at a high level and capitalizing on opportunities in a fluid environment. Our fourth quarter results were strong and demonstrate the quality of our portfolio and the continued resiliency of the industrial markets. Some of the results produced include: funds from operations coming in above guidance, up over 12% for the quarter and almost 15% for the year, well ahead of our initial forecast. This marks 39 consecutive quarters of higher FFO per share as compared to the prior year quarter, truly a long-term trend.
Our quarterly occupancy averaged 98.4%, up 110 basis points from fourth quarter 2021 and at year-end, we're ahead of projections at 98.7% leased and 98.3% occupied. Quarterly re-leasing spreads were robust at approximately 49% GAAP and 34% cash. For the year, re-leasing spreads were also a record 39% and 25%, GAAP and cash, respectively. Cash same-store NOI reached 8.7% for the quarter and 8.9% for the year. And finally, I'm happy to finish the quarter at $1.82 per share in FFO and the year at $7 per share, up 14.9% from 2021's record. Helping us achieve these results is thankfully having the most diversified rent roll in our sector, with our top 10 tenants falling to 8.6% of rents.
In summary, I'm proud of our 2022 results. Statistically, it was our best year on record, while the majority of the year was marked by economic uncertainty and capital market dislocation. We -- we continue responding to the strength in the market and user demand for industrial products by focusing on value creation via raising rents and new development. I'm grateful we ended the year 98.7% leased with rent growth more geographically widespread in 2022, creating our record results. Another indicator of the market strength was our average annual occupancy of 98%, setting another record.
And as we've stated before, our developments are pulled by market demand within our parks. Based on our read through, we're forecasting 2023 starts of $330 million. In 2022, we delivered 19 developments, 18 of which are 100% leased. And even when including value-add acquisitions, the weighted average return was 7.1%.
Last year's successes aside, we continue to closely watch demand with the goal of a balanced fluid response pending what the economy allows. Given this capital market volatility, we are taking a measured approach towards new core investments. We're also carefully evaluating development sites given the level of demand and the longer time frame often required to place sites into production. Brent will now speak to several topics, including our assumptions within our 2023 guidance.
Brent W. Wood - Executive VP, CFO & Treasurer
Good morning. Our fourth quarter results reflect the terrific execution of our team, strong overall performance of our portfolio and the continued success of our time-tested strategy. FFO per share for the fourth quarter exceeded the high end of our guidance range at $1.82 per share and compared to fourth quarter 2021 of $1.62 represented an increase of 12.3%. The outperformance continues to be driven by multiple factors, particularly rental rate growth and the successful pace of our development conversions.
From a capital perspective, macroeconomic concerns have caused the stock market to decline, including our share price, and as a result, we only issued $75.4 million of equity during the year apart from the Tulloch acquisition in June. Virtually all of that issuance occurred in the first quarter of 2022. We have been intentionally deleveraging the balance sheet over the past several years, placing ourselves in a position to pivot to debt proceeds for capital sourcing.
During the fourth quarter, we closed on the private placement of 2 senior unsecured notes totaling $150 million. One note for $75 million has an 11-year term and interest rate of 4.9% and the other $75 million note has a 12-year term and interest rate of 4.95%. In January 2023, we closed on a $100 million unsecured term loan with a 7-year term and an effective fixed interest rate of 5.27%. Also of note, in January 2023, we successfully expanded the capacity of our unsecured bank credit facilities from $475 million to $675 million. We remain conservatively drawn on the revolver. This debt was taken simply to provide additional capital flexibility in a volatile market.
As a reminder, the company does not have any variable rate debt other than the revolver facilities and our near-term maturity schedule is light with only $115 million scheduled to mature through July 2024. Although capital markets are fluid and raising costs, our balance sheet remains flexible and strong with healthy financial metrics. Our debt to total market capitalization was 22.4%, annualized debt-to-EBITDA ratio is 5.1x, and our interest and fixed charge coverage ratio is at 8.8x.
Looking forward, FFO guidance for the first quarter of 2023 is estimated to be in the range of $1.75 to $1.83 per share and $7.30 to $7.50 for the year. The 2023 FFO per share midpoint represents a 6% increase over 2022. Some of the notable assumptions that comprise our 2023 guidance include an average occupancy midpoint of 97.2%, cash same-property midpoint of 6%, bad debt of $2 million, $330 million in new development starts common stock issuances of $100 million and issuing $350 million in unsecured debt, which will be offset by $115 million of debt repayment.
In summary, we were very pleased with our record-setting 2022 results. Thank you, EastGroup team members that are listening to the call. As we turn the page to 2023, we will continue to rely on our financial strength, the experience of our team and the quality and location of our portfolio to maintain our momentum. Now Marshall will make final comments.
Marshall A. Loeb - President, CEO & Director
Thanks, Brent. As Brent said, in closing, I'm proud of the results our team created and we're carrying that momentum forward. Internally, operations remain historically strong. That said, the capital markets and overall environment remain unstable. And while never fun to experience a couple of thoughts that may prove helpful.
First, the industrial market has been red hot the past few years. So some settling of the market we view as healthy for sustaining positive environment. Secondly, this is leading to a marked decline in development starts. As a result, we expect construction costs to decline later in the year and a drop-off in new supply.
In the meantime, we'll work to maintain high occupancies while pushing rents and longer term, I remain excited for EastGroup's future. There are several long-term positive secular trends occurring within the last mile shallow bay distribution space and Sunbelt markets that will play out over years such as population migration, evolving logistics change, onshoring, near-shoring, et cetera, which we are well positioned for. And we'll now open the floor for any of your questions.
Operator
We will now begin the question-and-answer session. (Operator Instructions) And our first question will come from Craig Mailman with Citi.
Craig Allen Mailman - Research Analyst
Maybe Brent or Marshall, I just want to kind of go through some of your underlying assumptions in same-store here as it filters into FFO. I guess you guys on the same-store side are baking in a little bit of a deceleration, but it seems like you guys have 50 to 75 basis points in there of bad debt reserve which you guys haven't really recognized much of in the past few years.
But could you go through some of the other puts and takes maybe from what you're assuming from market rent growth or an embedded mark-to-market at least on the 2023 role and whether the occupancy falloff that you have, if you're starting to see the seasonal decline in 1Q or if this is really just a placeholder, just in case given Marshall, your commentary about the uncertain macro environment.
Brent W. Wood - Executive VP, CFO & Treasurer
Yes. Craig. Yes, it's -- I hate to call it a placeholder. We do, as a reminder, build our budgets from the ground up. So we literally go guys that feel space by space on leases that are going to roll this year or vacancies, make those assumptions roll that up. There are some tweaks made to that, but that did produce the 97.2% occupancy, it's more challenging than you might think to go through your portfolio and try to scrub it to a 98 number just as you go space by space to 97.2 as you're looking at it individually feels very full.
But looking back a year ago, we did guide to a 97% flat occupancy in a same-store of about [5, 6], of course, thankfully, we were able to accomplish a 98% occupancy, which lifted same-store to an 8.9% on a cash basis. So certainly, if occupancy were to beat and get back -- or maintain that 98% range, certainly, we feel like we could equal more to last year. We just -- on the front end of things, we just didn't, I guess, you would say, stretch or pull that number from 97% to 98%. It's not specific to a large tenant or [2] -- we probably didn't push overly hard on our rent assumptions during the year in terms of new and renewal activity.
But -- so yes, that's -- we hope there's upside. I'd point out, too, just to the group as well, Craig, that -- we made a lot of California add to our NOI last year, which we're excited about. I think that will be a tailwind to future same-store growth, but just a reminder that, for example, that large Tulloch acquisition we made last summer, of our 7.6 million feet that we held in California at 12/31, there's 2.9 million feet of that or about 38% of that that's not in the 23 same-store calculation. So again, that will make its way in once we have full calendar year comparisons for that part of the portfolio.
But -- so yes, I would say, as we typically do, the grid, the assumptions we give and provide, those are basically the assumptions that produce the midpoint in this case of 740, which was right basically on consensus. Certainly, as we can do better than those, which we hope to do, then certainly, there's upside there. But Marshall, if you want to talk about rents or mark-to-market, I think you mentioned.
Marshall A. Loeb - President, CEO & Director
Sure. I agree with Brent. I would say it's helpful -- and usually, we've been thankfully to the low side, the last few years in a row, we've been projecting kind of a reversion to the mean in terms of bad debt and occupancy, and we've been wrong the last few years. So we have occupancy coming down. We've got bad debt if we're heading into a recession this year, which many people think we do going back to kind of a historical comp.
Last year, we were under 140,000 in bad debt. So we've been fortunate. I know we get questions about smaller tenants and credit. And in the last couple of years, we've had very minimal bad debt, thankfully. But we've got that budgeted in. So again, I hope we get a chance to beat it during the year. Really, this year, our -- I can say our occupancy and percent lease through yesterday is pretty similar to where we ended the year, surrounding, call it, 99% leased, 98% occupied. The team in the field is still pretty content -- I guess robust people out touring space, kicking tires all along the process of some tours to leases out and things like that.
So we don't have any thankfully no large known move-outs this year or anything like that, that we're worried about, but we just keep thinking, okay, last year was a record high occupancy for the company that we may go down from that. But -- and -- but we've got pretty good -- we've got good embedded rent growth. Thankfully, last year, we saw that expand California. We've had strong re-leasing spreads, but Florida and Arizona were both north of 40% GAAP re-leasing spreads last year, and that doesn't feel like it's slowing down.
And then if I jump ahead 12 months, we really saw supply and especially shallow bay supply stop when the capital markets got so unstable. So many merchant developers are on the sidelines. So we think as the supply pipelines kind of continues to drop each quarter, there's going to be a lack of new supply. So if we can hang on to this occupancy, hopefully, a year from now, we're even more bullish, assuming the economy and our tenants can just hang in there. So that's a lot of info for one question, but I hope that's helpful.
Craig Allen Mailman - Research Analyst
It is. I just want to circle back because I know you guys don't kind of come up with a portfolio mark-to-market per se, but are you assuming at least some guidance on the roll-up that the blended mark-to-market on a cash and GAAP basis for '23 expirations are pretty similar to '22? Or is there a delta one way or another?
Marshall A. Loeb - President, CEO & Director
It's probably -- we -- the guys in the field, as Brent mentioned, they'll budget each space, so if you said, what do you think -- it feels like the mark-to-market I'm expecting the last this is on a GAAP basis. The last couple of years, we've been low 30s and then high 30s. It feels like we'll continue. Assuming the economy just stays okay and doesn't retreat, that will match those numbers.
In terms of budgeting, they've probably budgeted a little bit light. We typically have budgeted a little below where our actual comes in. So they put the numbers on each suite.
But I think in terms of our mark-to-market, it was interesting, and I think that's more of the mix. We had a stronger fourth quarter than some of our peers where they deteriorated. And I think the market continues to move up. I'd even say for our peers, it was probably more of a mix of who had what leases and where they were in the fourth quarter. It's a better measure over a longer period of time, but our mark-to-market is still solid, and it should look, I would expect '23 to look similar to '22 does in terms of our ability to push rents so far in the year.
Craig Allen Mailman - Research Analyst
Okay. And then just turning to the development starts. You guys are flat year-over-year, and I know it's an incremental buildout of parks. I mean -- can you kind of break out how much of that may be built pursuits because people are running out of space to be more versus maybe tenant inquiries that make you feel comfortable? I know at 98% occupied, you basically have 0 inventory. But just as we think about risk mitigation, how that stacks up?
Marshall A. Loeb - President, CEO & Director
Sure. Good question. Our -- and I think maybe that's one difference from our peers, almost all -- we'll do a few build-to-suits or a pre-lease is probably more. But it's really all spec development. That said, if I use just Texas, for example, just over 1/3 of our development leasing is existing tenants. So whether it's tenants within the park or some buildings we have around the corner. So we're -- as you mentioned, at 99% leased we've always said, look, if we don't supply that space, and we do a lot of the tenant retention we lose as we were able to accommodate someone's growth needs or have the right space in a quick enough time period.
So an awful lot of that will go to tenants within our portfolio, but in terms of pre-leased buildings. At this point, there's not many, although we've got a number of conversations, we've had more and more single tenant single tenants take a multi-tenant building. So that's moved us more quickly through the park where some of them will come along and say, we'll take the entire building. And then we're trying to move fairly quickly to the next building. And the team in the field feels pretty strong about the $330 million. That was really where we felt coming out.
But again, I hope that's a number if the economy can stay okay they would probably -- probably would lower on rents than the market, and they're probably higher than the $330 million, if we let them roll it off just on their own without kind of trying to throttle it back a little bit.
And then some of our challenge right now is just the capital markets. So it's been a disconnect since second quarter last year. The market is so strong, but debt costs are higher and our stock prices moves around every time the Fed seems to meet or Chairman Powell speaks our stock price jump. So some of that challenge is probably more stress on Brent than it's been historically.
Craig Allen Mailman - Research Analyst
And just on that point, I know I'm over the 2 question limit, but if your equity price is not where you want it to be. Brent, as you look out to the end of '23 or '24, how of your pro forma run rate on EBITDA with mark-to-markets and development deliveries? How much could you fund purely with debt without moving your leverage ratio beyond where you guys are comfortable?
Brent W. Wood - Executive VP, CFO & Treasurer
We can fund what we need to do this year with that and keep our debt to EBITDA in a very good manner, I'd say mid 5% or better. And our goal has been throughout this to say we wanted to always maintain a 5 handle, and we really haven't pushed on an annualized run rate basis. We haven't really pushed near that. But the equity has bounced back here recently, so if we could maintain that. I think we talk about debt and equity issuance in our guidance table.
But I would say those are a couple of the most probably fluid numbers in the entire budget. And what I mean by that is we know we need capital and you begin the year and you plug something in, but the budget certainly won't dictate what we do. What we'll do will be based on availability.
And so equity -- our prices improve. So if that were to maintain that, I can see us being much heavier on the equity issuance and lighter on the debt side. But to your point, if we had to go purely from a debt perspective, we could. You saw in the release, we added $200 million to our revolver capacity. We've always been a pretty light user of the revolver in terms of not maintaining a large balance, and we still want to keep that sort of prudent approach to keep plenty of dry powder so that we don't have to have any knee-jerk reactions to market conditions. But that just gives us more leeway too.
So yes, I feel long-term interest rates for us in terms of long-term potential debt have -- they're still high, but they've come down some from the peak. Like I said, equity is more attractive. So I'm more optimistic right now about our capital sourcing and the price of it than, say, 3 months ago.
Operator
(Operator Instructions) Our next question will come from Alexander Goldfarb with Piper Sandler.
Alexander David Goldfarb - MD & Senior Research Analyst
You guys have a track record of always coming out with very conservative guidance. Most of the over the past few years, you've talked about reversion to historic just given the outperformance of the portfolio. And this sounds a lot like it. And given -- the interest rates, given -- the issues that we've seen headlines with the economy, you have exposure to like housing markets like Phoenix, you have exposure to California. I mean you have exposure to a number of markets that conceivably would see some headwinds and yet nothing in your commentary and nothing on the credit that you've spoken about as far as tenant health indicates anything of a let up.
So I'm just sort of curious, Brent, you mentioned that you do build the guidance space by space, and you're baking in that 80 bps decline, but nothing in what you guys have talked about really indicates that. So is it more just a cautionary element to the guidance of saying, look, just given everything going on this year, we just feel this is prudent? Or are there actual tangible things that are causing you to consider the occupancy declines or that bad debt goes back to $2 million from only $140,000 last year?
Marshall A. Loeb - President, CEO & Director
Thanks, Alex. Good question. And I think it's more prudent -- call it, measured conservatism. And look, I hope -- we hope in hindsight, we are conservative. There's no specific tenant issues, move outs, bad debt, things like that, that are driving our assumptions so much as I do get concerned about debt cost, wage cost, all the things like that, and it's -- I think EastGroup's balance sheet is in a good spot. But with 1,600 tenants, I do worry about our tenant's ability to make it through maybe the second year of and economic doldrums are heading into a recession.
So we keep waiting for signs and paranoid of signs for cracks in the economy, but thankfully, to date, we've not seen it, but we're trying to be a little bit anticipatory if it comes. And maybe it's a little bit -- look, I think at some point, things -- nothing specific, but hopefully, it's prudent to be a little bit conservative. And look, we'll certainly get several chances each quarter during the course of the year to give you our update, and again, we'll do our best. This is -- we always kind of internally say we have our budgets and then we have our goals. So this is our budget and our goal is to beat it.
Alexander David Goldfarb - MD & Senior Research Analyst
And then the second question is -- as far as the supply picture, are -- you said that you guys are being more cautious on how you think about new construction. And yet you also said that your competitors, presumably the merchant builders are pulling back, which is giving you more pricing power. So I'm just trying to understand the 2 of those points. If your competitors are pulling back, wouldn't that make you feel more confident about investment in new starts? Or is it, again, your caution about the overall economy that independent of what your competitors on the development side are doing, you're nervous about committing new capital in the current environment. But at the same time, you are benefiting as your competitors pull back that it gives you more pricing power on your available space. I'm just trying to understand the 2 comments.
Marshall A. Loeb - President, CEO & Director
A little maybe -- I'll throw an element up. You're right. We feel good that our competitors or a lot of them are on the sidelines. We're seeing instances where someone's tied up the site, gotten zoning, permitting and they are not able to get the debt and/or equity to move forward and we've been able to get some repricing. We stepped into a couple of different situations in Texas, 1 in Austin last year where we bought out private companies that weren't able to perform at the end of their contract. So that's optimistic.
The conservatism is, okay, when we do deliver these buildings and thankfully, for our product type and especially shallow bay, it's a little bit shorter, but it's still 9 months out. What type of economy are we going to be delivering into. And since it's mostly almost all spec development, a little more anxious about the tenants or people going to start renewing and just staying put rather than continuing expansion plans.
So we feel good about supply. We're hoping demand is there. And with our cost and things like that, we've actually -- one of the things I will say -- there's a lot of different metrics on our dashboard, and I know a lot of your peers focus on the cash same-store NOI, which we do too, but we're continuing to push our development yields up. So this year of that $330 million, we've got specific buildings and you're pushing last year, what we rolled in, including value adds, came in just north of 7. we're probably a [6, 7] this year in terms of development. Hopefully, with rents continuing to go up, we'll be able to meet or exceed that. So I'm proud of our development yields and the kind of instant NAV creation that, that creates.
So we feel good about development and/or maybe some opportunities where we're seeing things here and there and we're probably seeing them more than really chasing them hard at this point where people's construction loans have come due and things. So there may be some -- I don't think there'll be a lot of distress out there, but we don't need a lot. There's going to be some people that get caught on the bad side of the capital trades where we can either pick up land sites or partial lease buildings in addition to our development pipeline this year to create some value and FFO as well.
Operator
The next question will come from Todd Thomas with KeyBanc Capital Markets.
Todd Michael Thomas - MD & Senior Equity Research Analyst
First question, I guess, I just wanted to follow up on that line of questioning a little bit as it relates to the company's cost of capital. Brent, the stock is off the bottom here and your cost of capital has improved from where it was over the last several months. I mean how are you thinking about acquisitions today? And do you feel a little bit more optimistic about either or both core investments or non-stabilized deals? And are you starting to see deal flow begin to pick up a little bit?
Brent W. Wood - Executive VP, CFO & Treasurer
Yes. Marshall and I are obviously daily talk in tandem. As we said, it's unusual to have this much volatility, particularly in our stock price. We're not accustomed to it, especially when you basically have put forth a historic record year from a positive standpoint, yet the equity side of it got crushed last year. So I think our sort of sideways guide on capital outlay, be a development or whatever else was more just -- we've got like a prudent measured way to come out of the gate.
But as you mentioned, if the equity price can hang in there and we can source capital that we feel is attractive and we can make a good spread from which in today's market -- we feel good about that. That can change, like I say, in a press conference these days, it seems like. But -- so that's something that we talk in tandem, the guys in the field now to keep their eyes open for opportunities if they can find them. We like our pricing in that moment. We'd like to think there's upside to those numbers with -- if we can match good cost of capital with good opportunities that we'll lean into it.
But we didn't feel like coming out of the year, just dialing in a bunch of opportunities just kind of buttoned in and that type thing. But -- so I hope that answers it. Yes, we'll work in concert. But yes, we feel good. Things have rebounded. Price looks more attractive, more available to us. Interest rates albeit higher than we were used to, have come down, so it's a good start to the year, and we feel optimistic to have those chances to use the capital.
Todd Michael Thomas - MD & Senior Equity Research Analyst
Okay. That's helpful. And then I guess my second question, on the lease-up and under construction pipelines. Just any additional comments there on sort of the pace of leasing how that might compare to 2022? And just looking at those sort of pipelines for lease-up and what's under construction, I mean, do you see potential for some additional conversions to take place ahead of schedule? You had a couple this quarter maybe some that are slated for '23 later in '23, a little bit earlier and perhaps some of the '24s making their way into '23.
Marshall A. Loeb - President, CEO & Director
Good point, we were happy of the ones that rolled in last year, and really, we were 18 of 19 and -- and one of those, the one that's in the 80s actually had some tenant issues. So it was a knock on wood, it was briefly at 100%. And look, that's about -- it may actually be our only vacancy in Orlando is in the one that that's a little bit shy right now. I hope so -- again, what's been interesting in the last few years, we'll always design a multi-tenant building, but more and more frequently, we'll have a single tenant take it and all of a sudden then it becomes a race to -- for our construction guys, how fast can they deliver that building.
So looking at what's under construction, there's a number of those, I think, that can move to 100%. Usually, the -- the size of our buildings or projects thankfully that we can move along fairly quickly. So I'm hoping some of those, which again could be upside to this year's budget, certainly will help next year. If we can get them delivered later this year with the tenants in to. And (inaudible) really we would have been a little better in fourth quarter. I'm happy with how the year turned out. But Hurricane Ian slowed down delivery of a couple of fully leased buildings in Fort Myers that we had last year.
So yes, we feel good. And the activity, I would say, last year at this time, it was -- things were really red hot in terms of tenants moving pretty rapidly worrying about finding space and things like that. And then probably about second quarter, I always think it's kind of the light switch when Amazon kind of said, "Hey, we overdid it on our space growth over the last couple of years slightly". That's when things have slowed down.
So there's good, steady activity, but it's not parabolic, I've heard some of the brokers use where it was kind of late '21, early '22, where it just felt so frenzy you -- that also makes us -- we've all done it long enough, a little bit nervous that anything that takes off like a rocket. It usually lands as gracefully as a rocket too. So it feels like there's prospects for every space, but not 5 or 6 or where a tenant rep broker was telling me his job wasn't fun anymore because every space had a handful of tenants lined up for it.
So I feel good. We just need to convert the LOIs and to sign leases, but we like the activity we've got in the pipeline.
Operator
The next question will come from Jeff Spector with Bank of America.
Jeffrey Alan Spector - MD and Head of United States REITs
My first question is a follow-up on the prior discussion. Just to confirm, has there been any change in tenant demand or discussions year-to-date, let's say, versus the second half of '22. Can you characterize, I guess, what you're seeing year-to-date?
Marshall A. Loeb - President, CEO & Director
Jeff. It feels pretty similar to what -- it took a little bit of a holiday pause was the way I just described. And that kind of had our antenna thinking, okay, is this the start of the downturn, but the way it was described when you think back to this holiday season was the first time people could, given COVID, could really travel to see family and take vacations and do things so whether it was the tenants or the tenant rep brokers or the attorneys and things like that, things slowed down for a couple of weeks, the second half of December, maybe the first part of January, but it's picked right back up and tenant activity feels the same as it did, say, third and early fourth quarter last year.
So we feel we feel good and our numbers are really consistent with where we were to knock on wood late last year. So it doesn't -- we're not seeing any slowdown in activity, thankfully.
Jeffrey Alan Spector - MD and Head of United States REITs
Great. Thanks for confirming. And then on supply -- I'm sorry if I missed this, but did you quantify or can you quantify the decrease you discussed, I think you said you expect a drop off in supply later in the year. So I don't know if you have numbers on kind of second half '23 versus -- second half of '22 or '23 over '22. And then anything on '24 over '23 at this point?
Marshall A. Loeb - President, CEO & Director
Yes, it's not as specific as I'd like it to be, but maybe my description would be -- with the pipelines, the numbers you'll see are still pretty full by market. I mean if you look at our major markets, Atlanta, Dallas, Phoenix, some of those. Typically, if it's helpful, the numbers are big, what's tricky, it's still difficult to get electrical equipment, HVAC units, dock equipment, that takes time. So what's in the pipeline moves more slowly than it did pre-supply chain issues. But I think that will start coming down precipitously. The contractors are still busy. So we're seeing some leveling off of construction pricing, but for every 1 item that seems to drop in price, another one comes up like concrete, for example.
And I think the merchant developers have really been put on the sidelines. There's still things in the pipelines that what we're hearing from the contractors, they're busy, but they're not bidding new jobs as much looking ahead. So I think as things come out of the pipeline, they won't get replaced or won't get replaced. And I've heard numbers from, say, 30% to 40% drop off in those type -- that's kind of the numbers I'm hearing, I will say, I think everybody is -- and you see it on acquisitions, kind of the bid-ask spread has been price discovery. And I think it makes sense if you -- me and Brent were merchant developers, it would be hard to go build a building and know what our exit cap rate is.
So that's put them on -- one, it's more difficult besides finding your debt and equity, and I'll compliment Brent and his team, for example, for expanding our line of credit, but that was heavier lifting by far than it would have been earlier in the year. And we heard the same from a number of REITs that a number of banks were just -- have been pencils down on real estate and pretty large banks as well.
So that's tricky for us, but it's good news and that it is really putting things in their tracks and we've seen any number of projects where people -- forward sales where someone would get a site zoned and permitted and you can flip it and make a really good return in the last few years. We've got a building built. We were buying our value adds for often unleased buildings that were newly constructed, but we really got priced out of that market because what we learned is another buyer could underwrite rents at whatever number they wanted and rents were going up 10% a year. So we were we were being too conservative on a lot of those bids, but all that stops.
So I think our product type, it's probably down 30% to 40% and probably -- will probably keep dropping each month from that. I think I expect that number to grow. I think a lot of people are nervous about the economy. And if you can't get the debt and equity, it's going to really slow things down. And price discovery still going on. We've looked at any number of packages that typically that it was on the market, they didn't get the pricing they wanted and they're looking at bringing it back out to market. So that's a story we keep hearing, too, which just tells me the market that there's a disconnect on development pricing and there's a disconnect on pricing existing assets to a pretty good degree. And at some point, that will settle out, but it hasn't yet.
Operator
Next question will come from Ki Bin Kim with Truist.
Ki Bin Kim - MD
I just want to go back to some of your questions on development. So obviously, you guys have an excellent track record on development over a number of years. And I realize that where you're developing in your own industrial parks and as some markets may not directly compete with the larger supply deliveries that might impact the large MSA.
But my question is, if things slow down, how resilient do you think the demand for your specific new developments might be relative to the larger market that might see much more increased supply in markets like Houston, Austin and Atlanta. And I mentioned those 3 because that's where it looks like you have the land cost to do the next plan of development.
Marshall A. Loeb - President, CEO & Director
Look, it's self-serving, but I do think our demand will be more resilient and that ours is more consumer related. And by that, and you look at where our buildings are, we ideally like to be near great access to the freeway system and near the end consumers, where the population is growing in Atlanta, East Valley of Phoenix, or the residential is, things like that. And the consumer may slow down, but that's also pretty sticky. So we're not moving goods from China to New York, for example, so much as getting train air conditioning units delivered around Dallas to Fort Worth and things like that.
So I think it will be more resilient. And then what I like about our model and I'll put it on me. Maybe I don't articulate well enough. I like that our yields are much higher than merchant developer yields and big box yields are higher than. And I also think our development risk is lower when we're -- it may be a spec building, but we -- we know how the last building that we built in the park lease top and then typically, we have some activity, whether it's our own tenants or just tenant rep brokers in the market to kind of start that new building. So we may not have a lease sign but we have activity that we're delivering into.
And then the -- the flip side of that, if the economy does slow, it's pretty easy. It's not corporate that's saying go build a building. It's usually the team in the field, calling me saying, "Hey, I'm out of inventory, we -- I'm about to run out of inventory, we need to build the next one". And if we know the Phase 3 in Charlotte didn't lease, for example, we know building -- building the next 2 buildings in Phase 4 isn't the answer to solve Phase 3. So at any given time, we've stopped development or really hit pause in markets until demand could catch up with our supply.
So we'll go as fast as the market will let us, and that's where we're kind of predicting the $330 million. And I hope we beat that number, the teams in the field feels good about those starts. And I think our -- a good point I like your direction. I'd like to think the consumer is going to be a little more sticky than supply chain movements and that -- that's why we've always kind of avoided ports and people can make a lot of money on port-related industrial, but that's pretty easy to shift over time as everyone has spent so much money and investment modernizing their ports over the last few years all around the country.
Ki Bin Kim - MD
Okay. And any kind of broad commentary you can share on what you think cap rates are for good assets and good markets on stabilized assets and if the bid-ask spread has narrowed a bit here?
Marshall A. Loeb - President, CEO & Director
It doesn't feel like it's narrowed. We're not seeing a lot of transactions. We haven't been actively in that market for several months. We've looked at things and what we're hearing from the brokers mainly is that if you've got a long-term, say, single-tenant asset, those cap rates, and you've heard all us, those have moved up the most, and it makes sense. Those are the more bond-like assets. So the most interest rate sensitive. But if you've got a multi-tenant project and then everyone talks in terms of WALT phrase or weighted average lease term. So if you've got below-market leases that are rolling fairly soon, those are -- you're probably still in the 4s with those, pending the market maybe 3s and Southern -- in a low 4s to high 3s.
And then we heard of some cap rates in the 5s in different markets, but it's one thing for us to hear brokers talk about those, and I know they're being sincere, but until we see some of those trade, and that's where it could get interesting. If look, if something is because there's this disconnect in the market and we can pick up a good asset or 2 and ideally add some value or add to our strategy in that market. I could see us taking some of our development capital and acquiring an asset or 2. But with the drop-off in construction, we think we're expecting construction pricing to drop, but it will probably have to be the second half of the year, not the first half of the year.
So if we late a quarter or 4 or 5 months to start a new development, I think there'll be a little bit of reward. Again, the demand may be -- I don't want to miss the demand, but our costs make or work in our favor because everyone is on the sidelines.
Operator
The next question will come from Samir Khanal with Evercore ISI.
Samir Upadhyay Khanal - MD & Equity Research Analyst
I guess just going back to the demand side. I mean if you look at your markets or even from a regional standpoint, whether it's customer behavior. I mean, are tenants taking a bit longer to make decisions to renew at this point? I know sort of that the time frame had gotten elongated. I think when we talked on every time period. But has that started to stabilize at this point? Or just wanted to kind of think through that a little bit.
Marshall A. Loeb - President, CEO & Director
It feels like deals get through -- Samir, deals get through the pipeline, but you're right. And then and maybe it speaks more to my impatience, but they do -- tenants take a while. It feels like we get deals under the red zone and then getting them ramped up and maybe that's the attorneys and getting the TI pricing and all the eyes dotted and Ts crossed and the larger tenant is the slower that seems to take. And I get it from their end, the dollars are higher than they were several years ago. So there's more -- sometimes more layers of approval or people to sign off.
But the good news is the output is still there, but it takes a little bit longer to get deals finalized. And then some of that, which would make sense to me, I think if you're a tenant, you're not a little nervous about this economy, every headline you read will make you a little bit nervous. So I don't think unfortunately, I don't see that going away. And I don't think there's some panic for missing space that people had maybe a year ago, although that could come back with supply dropping.
Samir Upadhyay Khanal - MD & Equity Research Analyst
Right. And I guess just my second question, I mean, it looks like you acquired more development land in the quarter. Is that where you see more of the opportunity today as we think about in 2023 or sort of the next 18 months versus maybe operating assets where pricing is a little bit uncertain right now?
Marshall A. Loeb - President, CEO & Director
I would lean that way. And the ones we bought -- a couple of them without violating the confidentiality were opportunities where people have things under contract and weren't able to perform. So we were able to pick up what we thought were attractive pricing. And so there are those opportunities out there. We've not picked up any existing assets or partially leased assets, although we've looked at a couple of opportunities and it's along the lines of someone -- we'll build a part 1 or 2 buildings at a time where someone may have built 4 to 6 buildings at once. And their construction loans coming due and the lender wants more equity. And we're hearing from banks that their roll off of their loans isn't what it was a year ago. So it's making their capital more precious and more expensive at the bank level, too.
So I think we have a chance to maybe pick up some acquisitions this year. We've seen it on land and been able to execute on it. And I think that will probably be the case, but there may be some people in a capital bind and we're not wishing it on them. But if we can step in and help solve that problem for them and the bank, and we get a good asset at the right price, I'm hopeful we're seeing the opportunities to hope we have the capital ourselves and we'll be mindful of our own capital as we move through that.
Operator
The next question will come from Bill Crow with Raymond James.
William Andrew Crow - Analyst
Marshall, just 2 quick questions. Any markets out there that you're not seeing a drop off in new construction starts?
Marshall A. Loeb - President, CEO & Director
If it is. It's -- it's tiny markets where the new construction has always been like we've got 2 or 3 assets in Jackson or New Orleans, where the entire city is below sea level and things like that. But really -- I mean, probably what you mean the major markets, the Houston, Dallas, Atlanta, Phoenix, Orlando, the merchant builders -- as one of our guys has said and I've relayed this story. He was in a broker golf tournament and all the merchant developers said we'll be a lot better when we see it next year at this event and things like that. So I think supply is dropping off especially on at least what we view as competitive because usually, it's a local regional developer partnering with Clarion, a Heitman, KKR or someone like that, and that debt and equity has gotten a lot harder to come by. And it's a lot harder to pencil your exit than it was the first -- a year ago.
William Andrew Crow - Analyst
Yes. Okay. The second question is on the margin, are you seeing your existing tenants were hesitant to make expansion space given some of the macros?
Marshall A. Loeb - President, CEO & Director
It seems like the deals take longer. But no, we're still seeing a fair amount of expansions and a number of our proposals, it's not uncommon. It's a proposal to a logistics company, and they're waiting to hear back on a contract. And if they get it, they're going to either need the space or need more space. So the deal time on the tenant side takes a little bit, but we're still seeing fairly good expansions within our portfolio, and that's what makes us feel good about the development of -- I love the idea of taking a tenant from a park from building 3 to kicking off building 8 because they're leased, if it's a couple of years old, which it is, and in that original building by now, it's 20%, call it, below market or whatever that number is, and we can hopefully backfill their space by the time we move them into the new building.
So that's what the team has done a really nice job doing the last few years is just kind of moving that Rubik's cube. And that's one of our big sales pitches to tenants as everybody is determined they're going to outgrow their space when they move in, but we have an entire park and we'll be flexible and move you within the park and can accommodate your growth needs.
Operator
Our next question will come from Young Ku with Wells Fargo.
Young Min Ku - Associate Equity Analyst
Great -- just sorry to go back to guidance question again. Just regarding your occupancy and bad debt guidance, are there certain industries or markets where you're being a little bit more cautious on your assumption?
Brent W. Wood - Executive VP, CFO & Treasurer
Yes. This is Brent. Not particularly, like I say, it's really a ground-up component. The bad debt is again more applied at the corporate level. It's not tenant-specific or at the property level specifically. So Again, those were sort of the culmination of what we put together, the bad debt number is more a reflection of the historical run rate of about 0.3% of our revenue. We've been well below that the last few years. And no reason to think that we could be below that again I guess I would just put it onto the premise that you've got to start the year somewhere. And so that's where we are. We hope that, that goes positive as the year progresses, but we'll see.
As Marshall mentioned, 45 days or whatever we are into the year, it feels good. It feels as good as we did ending last year. So we're still not seeing any headwinds to the story. And so we feel optimistic about the year. But when you've got 4 quarters to go, you put the budget together, again, you just want to start in a measured, prudent manner and then let the year play out and go from there.
Young Min Ku - Associate Equity Analyst
Got it. That's good to know. And just one more. So it looks like the January job trend on construction was a little bit better than expected. What are you guys seeing in terms of kind of the homebuilding sentiment or activity down in the (inaudible)?
Marshall A. Loeb - President, CEO & Director
It does feel like, hopefully, home buildings and industry, we worry, obviously, with mortgage rates going up and things like that. And we're in a lot of the in-migration markets, the Florida, Arizona, Texas, all of those we're more optimistic that the homes are coming and then a lot of -- I'll say, a fair number of our tenants come with the large company relocations. So we see -- and a lot of it is we've got tenants moving out of California to Las Vegas to Arizona, to Texas. We picked up some suppliers to Tesla in Austin and in San Antonio. And I'm sure there's homebuilding that follows that.
So we're bullish long term about, look, these markets, we've got good sites, and they're only going to become more near and dear over time. And there are still companies and people that are relocating. It's just how fast after COVID, it picked up really quickly to Florida and Texas, and it may slow with homebuilding, but with -- maybe with the mortgage rates moderating and things like that, it feels pretty good that there's enough companies. That pace of relocations to Texas and in Carolinas and things like that feels pretty steady at this point.
Operator
Next question will come from Dave Rogers with Baird.
Unidentified Analyst
It's Nick actually on for Dave. A question on -- following up on land. Where is like pricing today on some of the land parcels that you're seeing versus maybe at the peak in 2022. You heard kind of that asset prices could be down 20% to 30%, but land could be down as much as 50. And do you guys see any opportunity there?
Marshall A. Loeb - President, CEO & Director
Good question. We've picked up some opportunities. And historically, we would say land prices are pretty sticky. And maybe there's 2 different, at least 2 different types of land sellers where it's long-term owner, will hit the farmer, they're -- they've owned it for a while and they're to continue to own it. Where we've seen the opportunity is more someone else has come in tied up the land. They had a good price and they tied it up and usually, that contract's got extended, a time or 2, and they've got some money at risk and things like that or even instances where you're seeing some where people have ordered the steel and the electrical equipment and now they can't get the takeout that they want a debt or equity or a forward sale.
And that's where the pricing has come down. And you're probably right. Because it had run up so much, some of that pricing has come down 25%, 30%. We were able to get some pretty good price reductions where the original person that tied it up still made a little bit of money, but they -- that's the tricky part, their timing window closed, and that -- those land prices have moved backwards pretty quickly. So that's -- and that's probably another thing that's keeping people on the sidelines for new development a little bit as movement if you're a merchant developer movement in land prices and construction prices, you probably want to wait a little bit to see before you start a new project.
And hopefully, that's where we can step in and build some spec developments and get it leased, especially if it's within our own tenants or the tenants across the street, while the market is a little unstable.
Unidentified Analyst
That's helpful. And then maybe one quick question on just rents. When you're beginning renewal discussions, are you getting -- seeing on the margin any more pushback on like the rents from the existing tenant?
Marshall A. Loeb - President, CEO & Director
Now, thankfully. And we -- our list of reasons when we track our move out, it's not that the rent was too high. And thankfully, I think, especially in a rising market like we've been in 99% of our -- even our renewals, if they have a tenant rep broker, so by the time they sit down with us, their own broker as educated them of, okay, you can move and go through that cost, but you're going to be paying about the same rent. This is just where the market is. And I appreciate that our rents are such a low component of their cost structure compared to their wages and transportation costs that it's given us the ability to push rents. And I do emphasize with our tenants for their cost structures, whether it's energy costs, wages, rents going up.
But knock on wood, so far, we haven't gotten pushed back our move-outs aren't due to rent. It's more accommodating growth or consolidating locations or different kind of macro strategy reasons within the tenant more than your rents too high because we're -- hopefully, if we're doing our job, we're at market or slightly above and can earn that premium.
Operator
Next question will come from Ronald Kamdem with Morgan Stanley.
Ronald Kamdem - Equity Analyst
Apologies, I jumped on late, but just 2 quick ones. Just going back to the guidance question, I think the occupancy number sort of jumped out. Just trying to get a sense of what sort of conservatism is baked into that? What are you thinking about bad debt? What's actually driving that occupancy decline, that's in the guide?
Brent W. Wood - Executive VP, CFO & Treasurer
Yes, just to recap on that. Yes, basically, again, just a roll-up of a space-by-space assumptions and when you start looking at 80 basis points [times] or square footage, it's actually given our size, not that much square feet, but it certainly makes an impact. If we can have maintain 98%, then certainly, that's to the good. The bad debt, again, is more just a reserve based on historical run rates, we've been well below that the last couple of years. I would remind everyone that bad debt expense potential does include straight-line balances. So a lot of times, we may have -- I say a lot of times -- there can be an occasion where you have a tenant that suddenly files for Chapter 11 has something happen and they're current on their rent. So you're not even aware that they were in that situation, but you may have a straight-line rent balance associated with that tenant that you have to reserve.
But -- so hopefully, those numbers prove to be conservative like we did last year. But as I mentioned earlier, just you got to start the year somewhere, and we thought just with good measured approach in this environment would be a good way to start, and then we'll just see how the year unfolds.
Ronald Kamdem - Equity Analyst
Great. And then my second one is you're talking to a lot of sort of tenants. Would love to hear your perspective of where we are in the inventory cycle, do retailers have too much inventory? Have they gone through it? What are you sort of hearing from them on the ground?
Marshall A. Loeb - President, CEO & Director
Hearing is that -- unlike before where it was probably a pretty scary shortage for inventory, it's built back and it's gotten better. Maybe there's some retailers that have too much inventory, but could be characterized as too much of the wrong inventory and things like that. But we still think that kind of restocking or a safety stock of inventory, all of our tenants haven't been able to achieve that yet, but they're closer to it than they were a year, 18 months ago. So I think inventory levels are picking back up, and that's got to be, it's hard to know sometimes exactly on our expansions. Is it that their business is better and/or -- and probably the answer is, yes. Or is it that they'd like to carry a little more inventory.
And we've certainly seen a lot of activity from the third-party logistics companies. So it tells me people are outsourcing more and more to try to get that inventory. So I think it's better than it was, but there's still room to run on that front to get to where they feel like safety stock needs to be. And we still seem to hear in the news about shortages isn't something that the shortage of isn't that shocking in the news and more things to every week a new shortage on something.
Operator
This concludes our question-and-answer session. I would like to turn the conference back over to Mr. Marshall Loeb for any closing remarks. Please go ahead, sir.
Marshall A. Loeb - President, CEO & Director
Thank you. We certainly appreciate everybody's time and interest in EastGroup. We're available after the call. If we weren't able to get to your question or if anybody has any follow-up questions, and we look forward to seeing you soon as we dive into conference season next. Thank you.
Operator
The conference has now concluded. Thank you for attending today's presentation. You may now disconnect.