In short
Women Not Included: Safety Equipment examines how protective gear is designed and tested using male “average” bodies, leaving women uncomfortable, less protected, or excluded across space, policing, healthcare PPE, mining, agriculture, and vehicle safety.
Guests
Ella Hubber (host). Candice Bailey is a health journalist in Johannesburg, previously a crime reporter in Cape Town.
Key claims
NASA lacked spacesuit tops that fit women, causing cancellation of an all-female spacewalk. Police vests historically didn’t accommodate breasts; South Africa later issued lighter, contoured women’s vests. During COVID, PPE wasn’t compatible with periods, pregnancy, or menopause; women reported overheating, bruising from tight masks, and workplace exits. Crash testing uses male dummies for decades, leaving women at higher risk of whiplash and other injuries.
Notable examples
Dr. Rupa Dat’s PPE survey; Dr. Almin Stain’s vest reforms; Dr. Astrid Linder’s average female crash dummy (SETS).
Written by AI. May contain mistakes. Listen to the episode to check what was said.
Chapters
Tap a time to open that second in VONASA's Artemis 2 and Women's Space History
0:30 to 2:40
Explore the significance of female representation in space missions.
“Some people like working twice as hard just to stay right where they are.”
Safety Equipment for Women: The Police Example
3:20 to 6:40
Discuss the lack of proper fitting safety gear for female police officers.
“Because the standard for protective equipment is an average man.”
PPE Challenges for Women in Healthcare
6:40 to 11:20
Examine the inadequacies of personal protective equipment for female healthcare workers.
“Rupa Dat is an assistant professor at Georgetown University Medical Centre and co-founder of Women in Global Health, who did an extensive report on women's experiences with PPE during the pandemic.”
Gender Issues in Mining PPE
11:20 to 14:00
Investigate the challenges faced by women in the mining sector regarding safety gear.
“I mean, even if you are smaller breasted, you are still going to sweat under your boobs because it's like there's a lot of pressure there.”
Reevaluating PPE for Women
14:00 to 14:40
Exploring the need for proper personal protective equipment for women across various professions.
“I think when we picture PPE, we always think about it as something used in a construction site.”
Crash Safety and Gender Disparities
15:14 to 19:34
Discussion on how safety equipment design fails to protect women in car crashes.
“You're listening to Women Not Included for Discovery on the BBC World Service, where we explore the many ways the world is not designed for women.”
Challenges in Car Safety Testing
19:34 to 21:36
An examination of the historical neglect of female representations in crash testing.
“But for now, she leaves us with the fact that basically we don't know if the safety equipment in the car, the headrests, the seatbelts, the airbags, will protect women until the reports come back telling us otherwise.”
Innovations in Crash Test Dummies
21:36 to 25:01
Introducing new crash test dummies designed to represent female bodies.
“So for this, let's go back to Dr Astrid Linder, who has been addressing the crash test dummy problem.”
Incorporating Women in Safety Equipment Design
25:01 to 27:55
Highlighting the importance of including women in the design of safety equipment.
“Although I was surprised to learn that she did so from data which already existed, she was just one of the first to actually take up the challenge.”
Discussion on Women's Contributions
28:00 to 28:15
Explore how women's involvement leads to better solutions.
“But we've also heard that when women are involved, better solutions follow.”
Transcript
Automatic transcript. May contain errors.0:00Dr Ella Hubber:This BBC podcast is supported by ads outside the UK.
0:30Candice Bailey:school ready at Whole Foods Market. Some people like working twice as hard just to stay right where they are. And in Ohio, we really don't get it. Because to us, owning a home in your 30s, working in tech without the traffic, and still being able to make it to your kids
0:48Dr Ella Hubber:soccer game, sounds pretty good. In fact, Ohio is the second most affordable state to buy a home. Your move. Learn more at yourmoveohio.com.
1:044, 3, 2, 1, and lift off.
1:09Dr Ella Hubber:In April of this year, NASA launched their Artemis 2 mission, which sailed around the far side of the moon for the first time. And it went with one woman aboard, Christina Koch. Of the 781 people to go to space, she is one of 84 women. One of the first women to go to space was a US astronaut called Sally Ride, and it was aboard the Space Shuttle Challenger. Now, in Ride's personal kit, NASA gave her mascara, eyeshadow and lipstick. I don't think it would surprise anyone to know that Ride did not use the makeup on her six-day space voyage We have come a long way since these early days of spacefaring women.
1:57Dr Ella Hubber:Astronauts can still take makeup into space, but it's their choice at least. But as I was looking a bit more into it, I found that Christina Koch's earlier mission before Artemis on the International Space Station in 2019 was supposed to host the first ever all-female spacewalk, but it was cancelled due to a shortage of spacesuit tops that fit the female astronauts. You could think this might be a simple sizing oversight, but until at least 2017, it was reported that NASA lacked suits to, quote, accommodate astronauts whose body size may not align with historical measurements, a.k.a. women. I'm Ella Hubber and this is Women Not Included for Discovery on the BBC World Service.
2:48Dr Ella Hubber:In this six-part series, we'll be exploring the many ways the world has not been designed with women in mind. This time, we're tackling safety equipment, the specialised gear meant to protect us from injury, illness or hazardous conditions. And I'm not doing this alone. Along for the ride with me is health journalist Candice Bailey in Johannesburg, South Africa. Welcome, Candice.
3:09Candice Bailey:Hello, Ella. So ready for this. I have my makeup and my red lipstick.
3:13Dr Ella Hubber:So, Candice, I know that spacesuits are a niche example, but this example made me wonder, where else are women left unprotected? Because the standard for protective equipment is an average man. Does anything come to mind for you?
3:28Candice Bailey:Well, Ella, you know, there's something that I can actually pull from the back of my mind from the days that I was a crime reporter in Cape Town. I was young and young ago. Now, about 20 years ago, there was a lot of media coverage about poor fitting bulletproof or stab proof vests for female police officers. Can I guess what the main issue with them was? I'm going to give you one guess.
3:48Dr Ella Hubber:Breasts. Ding, ding, ding, ding, ding.
3:52Candice Bailey:Completely breasts, you know. We find that many female police officers complain that there was just no space for their breasts. So in 1999, The Guardian reported that one female officer actually had to have breast reduction surgery because a 10-hour shift in her vest left her in complete agony.
4:08Dr Ella Hubber:Can you imagine? That's awful. And I imagine that having larger breasts would also lift the suit up off the body and leave part of you exposed. Exactly.
4:17Candice Bailey:I bring this up because South Africa is one of the places in the world where something was actually done about police vests. So in the early 2000s, there was a surgeon at a hospital in Cape Town. Her name was Dr. Almin Stain. And she criticized the police for failing to provide safe, mandatory and across the board bulletproof vests for police officers. And lo and behold, the police issued a statement shortly thereafter that they would be getting new life-saving bulletproof vests that are designed specifically for female cops. The vests were lighter than the conventional heavy, bulky vests. And I believe more recently there have been improvements to make this vest even more contoured for the female figure.
4:55Candice Bailey:Fantastic.
4:56Dr Ella Hubber:You've brought a problem and a solution at the same time. It's quite a nice surprise. But there was one snag that I found.
5:01Candice Bailey:Contoured armour vest was actually patented in America as early as the 1970s. So it took three decades of pain and discomfort to implement this. So I have to wonder where else obvious solutions are still being missed.
5:14Dr Ella Hubber:I guess now is a good time to split up and do a bit more research on if and where the design of safety equipment leaves women vulnerable. I'll go away. I'll speak to some experts. You do some reading and we'll meet back here when we're ready. I hope for everyone's sake we find very little.
5:31Candice Bailey:PPE was not compatible with their periods, pregnancy or menopause. Females are less well protected in a number of type dog crashes. One size fits all means it really is about one size fits men.
5:48Dr Ella Hubber:Hi Candice, welcome back. Hey Ella, so where are we starting? We've covered some very specific examples already. So I wanted to cover something that more people will be familiar with, especially after the COVID-19 pandemic. Personal protective equipment. Also known as PPE. Yep. And most people will think of face masks when it comes to this, but it covers way more than just that, as the Canadian Federation of Nurses Unions advertised in 2020 at the height of the pandemic. It can include head protection, a face shield, goggles, a respirator, a surgical mask, gloves, a fluid resistant gown and foot protection.
6:29Dr Ella Hubber:Definitely is head to toe protection. For people working in healthcare, wearing PPE is not just a COVID experience either, but the pandemic did bring a lot of the issues women had with PPE into sharp relief. Dr. Rupa Dat is an assistant professor at Georgetown University Medical Centre and co-founder of Women in Global Health, who did an extensive report on women's experiences with PPE during the pandemic.
6:55Candice Bailey:We surveyed women health workers from all around the world, including community health workers and nurses, physicians. Women reported that PPE was not compatible with their periods, pregnancy, or menopause. Pregnant and menopausal women described they would overheat in PPE, especially when they were wearing the full-body haphazard suits. Women were intentionally thinking about how they could alter their menstrual cycles to cope with the long hours. Sometimes women wore adult diapers during long shifts. This like highlighted really the gender differences that exist and the fact that women who are a majority of the health workforce, they make up at least 75 percent.
7:34Candice Bailey:We're not given really the dignified workplace environment to be able to provide safe care.
7:41Dr Ella Hubber:Women make up the majority of health and care workers. So how is it that we have gotten to this point where they are not being properly considered in their own protective equipment?
7:54Candice Bailey:The majority of the equipment they rely on, the PPE is designed around male bodies and male standards. We found that the default prototype that's being used by manufacturing standard bodies is often a male body from the 1960s and often a white male body. And so that significantly impacts how different manufacturers around the world are using the prototype to guide. And this reflects a much larger pattern.
8:22Dr Ella Hubber:Women deliver help, but men lead it and men also lead the innovation. I'd like to get into some specific examples. Do you have any that stand out as major issues that women reported on?
8:35Candice Bailey:The first image that comes to mind is that women were wearing these very tight fitting masks for very long hours that was causing bruising on their faces and ears. And so women nurses started innovating and creating headbands, which would allow to relieve some of the pressure while the mask still functions. Just like the proportions of the body itself for the prototype meant that at baseline, the sizing of these products made for like a larger body. thinking about like the way the face is designed, whether it is the goggles, the face shields, the masks, especially the gowns. We have so much media that came out of these like massive gowns and health workers having to like duct tape them to reduce them.
9:25Dr Ella Hubber:I wonder as well, does this have an effect on keeping women in the workplace? Definitely. And we had a follow-up report at one point in COVID-19.
9:37Candice Bailey:Health workers in over 100 countries were striking because of the working conditions. And it's not just about pay, but it's really a safety issue. And it's a matter of lives being lost. And at greater numbers, women have left the health workforce. And big root of that is the fact of not having
9:56Dr Ella Hubber:safe workplaces. I have heard people say, well, then why don't we just use smaller sizes? What would you say to that point?
10:05Candice Bailey:One size fits all means it really is about one size fits men and men's bodies. Women's bodies are not simply just smaller men's bodies. Women menstruate, they have periods. Women become pregnant. Women breastfeed. Women experience menopause. And then And when you also factor it into the geographical context and cultural context, women have different clothing that they wear depending on their communities, religious aspects of wearing head coverings. And all those things have to be factored in when we're designing personal protective equipment so that can truly be what we call fit for purpose.
10:44Dr Ella Hubber:Rupa Dap there, huge thanks to her. So Candice, what I'm getting from that is that even though women make up the majority of health work, because they're just not factored into the kind of design of PPE meant to protect them. And this obviously leaves them more vulnerable, but it can also strip them of their dignity.
11:03Candice Bailey:I am so astounded. Something as simple as how women sweat would really affect PPE. You know, Rupa didn't mention it, but I'm sure there's such a discomfort that you get from sweating under your breasts in PPE, and it must make you so uncomfortable.
11:17Dr Ella Hubber:That's such a good point. I guess I don't have that issue myself, so I've never really thought about it.
11:22Candice Bailey:I mean, even if you are smaller breasted, you are still going to sweat under your boobs because it's like there's a lot of pressure there. Anyways, you know, I like the way that women had found ways of adjusting their masks to make it more comfortable. But in actual fact, they shouldn't have had to do this in the first place.
11:36Dr Ella Hubber:I think, you know, Rupa shared that with me because she saw it as a very positive story that women are able to overcome and adapt. But when you look under it, it is that fact of like, but why are they having to do this at all?
11:48Candice Bailey:Exactly. You should just be able to have the tools available to you to do your job, you know. And I think this actually applies to other industries outside of healthcare as well. I did a bit of a deep dive into other areas and the PPE issue was such a universal one. It even came up in mining. I don't know if you know much about this, Ella. Nothing. So women were prohibited from underground mine work according to the 1935 International Labour Organization Convention. When do you think this ban was lifted in South Africa?
12:15Dr Ella Hubber:Women started to join the workforce in kind of greater numbers around the 1970s. So the 1970s would be a good time to lift that ban.
12:26Candice Bailey:Well, listen to this clip from SABC News in South Africa and you can tell me. Women exposed to the mining sector singing in celebration of themselves and their achievements in the mining industry. Women were only officially allowed to work in the sector in 1996. That is much later than I thought. with some 72 ,000 women recorded as employed this year.
12:48Dr Ella Hubber:But it sounds like a decent improvement, at least since it was allowed.
Read the full transcript
12:52Candice Bailey:Yeah, well, it's become increasingly common now, but currently women are only around 18 % of the total mining workforce. And what this means is that women are really considered in personal protective equipment for mining. What are some of the issues they found with it? Well, according to a paper that I recently read, it's included safety boots that are far too wide, overalls that are far too large, harnesses that do not fit around their breasts and hips properly, respirators that have often failed fit tests because they were designed around male facial dimensions. The results actually not just discomfort.
13:22Candice Bailey:Loose clothing can obviously get caught in machinery and poorly fitting respirators may not provide adequate protection from silica dust, which obviously can cause lung disease.
13:31Dr Ella Hubber:I guess the fact that this is like a traditionally male occupation explains why women have not been considered. Not that that excuses it, but it's an explanation.
13:41Candice Bailey:Well, interestingly, it's not the only industry that I found issues in. In many parts of Africa, women make up a large share of the agricultural workforce. This is not a rare or new occupation for women. But women in these instances report the gloves being too large to grip the safety equipment, the protected clothing being too loose, catching on the vegetation, and once again, masks that just don't seal around their smaller faces. I think when we picture PPE, we always think about it as something used in a construction site. But actually, a woman spraying pesticides on a small farm also needs proper protection.
14:39Candice Bailey:We'll be right back.
15:09Dr Ella Hubber:Your move. Learn more at yourmoveohio.com.
15:19Dr Ella Hubber:You're listening to Women Not Included for Discovery on the BBC World Service, where we explore the many ways the world is not designed for women. And right now, we're working with safety equipment, whether it's personal protective equipment for the few, like spacesuits for astronauts, or for the many, like face masks. Women are rarely factored into their design, which leaves them uncomfortable and less protected. But this issue extends past just design. What if something was designed with women in mind, but the way it was tested meant that we didn't know if it actually worked? This is the case for the 1.7 billion motor vehicles on the road worldwide.
15:56Dr Ella Hubber:Dr. Astrid Linder, who is a professor of traffic safety at the Swedish National Road and Transport Research Institute, told me more.
16:02Candice Bailey:We know from many studies around the world for many decades that females are less well protected in a number of type of crashes and for a number of injuries. The largest difference is found when it comes to soft tissue neck injuries, that is whiplash injuries, where the risk of getting injured is about double that for females than for males.
16:27Dr Ella Hubber:And what are the reasons for this when we look at the actual car itself? You know, is it the seatbelts? Is it the airbags, the seats themselves?
16:37Candice Bailey:There are many aspects. And here it depends on the direction of the crash. There will be different parts of the vehicle that can provide you with protection. In a rear impact, it is in particular the seat and the seat back and its interaction with the body. Seatbelts come into play in a frontal impact. And there, of course, the interaction with the seatbelt will influence how the body moves and so on. And the way seatbelts are assessed today in new cars is with the torso of an average male.
17:17Dr Ella Hubber:And when you say, you know, assessed for the average male, how does that work? What's going on there?
17:23Candice Bailey:In crash testing or in assessment of safety, we use cases that are representative for, for example, a specific crash type and then also models of the human. When it comes to low severity rain impacts, there we use a model of the average mate. In the testing, there is nothing addressing how it protects the female. What is this model? What does it typically look like?
17:49Dr Ella Hubber:Like an action man.
17:52Candice Bailey:but height you know weight that kind of thing he has the height of 1.77 centimeters weight around 77 kilos an average female would be 15 centimeter shorter than that and 10 plus
18:10Dr Ella Hubber:kilos lighter it's not just necessarily height right it's also the shapes of our bodies yeah
18:17Candice Bailey:So the whole geometry of the body with the width of the shoulders and the hip area and the center of gravity, which is different between males and females. Where females have a somewhat lower center of gravity than males. That's why it's a little bit easier for females to keep balancing the kayak. So that has a benefit.
18:43Dr Ella Hubber:But the downside being that apparently not tested in crash testing. How long have we been testing cars, safety features, using this male average dummy? 50 plus years. And in 50 plus years, very little has been done to change that. Why do you think that this has gone left unaddressed for so long?
19:10Candice Bailey:I rarely come across people that say that it's not important. I think there are so many things in society that are important. So it takes dedication to make a topic, any topic, to make it into the top priority and to make it happen.
19:33Dr Ella Hubber:So Astrid, Linda, will be back later. But for now, she leaves us with the fact that basically we don't know if the safety equipment in the car, the headrests, the seatbelts, the airbags, will protect women until the reports come back telling us otherwise.
19:47Candice Bailey:Ella, you know, Astrid mentioned that females are more at risk. So I looked at some numbers and according to a 2019 study, women are more than 73 % likely to be severely injured in a car crash. And having said that, I do know that my full-of-chester friends have struggled with these issues before. But I'm relatively flat-chested and unfortunately I love driving. I could kind of qualify for a crash test dummy. I'm a little bit bigger.
20:10Dr Ella Hubber:A little bit heavier than the crash test dummy. But it's clearly not just breasts that are a factor, like Astrid said. For example, I personally hate driving because I need to sit quite far forward to reach the pedals. And apparently sitting closer to the steering wheel puts women at greater risk of internal injury from frontal collisions. So it's just another thing.
20:30Candice Bailey:Okay, I'm tall, so I don't sit quite close to the steering wheel.
20:34Dr Ella Hubber:If only we could all be so lucky, Candice. Great. I did also learn, though, that average male crash test dummies are the standard in testing planes, too. Oh my goodness, that's terrible.
20:46Candice Bailey:Women are just not considered anywhere. Like, we were just meant to stay at home. I can't believe that they crash test planes, Ella.
20:53Dr Ella Hubber:They don't, at least not anymore. It would just be too expensive to be crash testing lots of planes. but they do all kinds of safety testing on individual parts of the planes, like putting parts in hot and cold conditions and in wind tunnels. And when it comes to measuring the forces, the body experiences during events like crash landings or extreme turbulence, that is done with male crash test dummies. I shouldn't be surprised at this point, but I am. But look, you know, we don't want this to be all doom and gloom. So we have reserved some time at the end of the programme for something positive, someone who has seen an issue and is trying to do something about it.
21:36Dr Ella Hubber:So for this, let's go back to Dr Astrid Linder, who has been addressing the crash test dummy problem.
21:42Candice Bailey:I have been in this area now for 25 years, doing the work needed in order to build both virtual models and now finally physical models of an average female and an average male made on the same concept so that we can be represented together.
22:04Dr Ella Hubber:And how do you design an average female crasher stummy? Is it difficult?
22:09Candice Bailey:The beauty of this area is that it has been done with the average male. We are not that different, males and females, so that you cannot use the same method. But you need, of course, to compile data for the female part of the population, as you have done for the male part of the population.
22:26Dr Ella Hubber:It's always about data. In this whole program, it always comes back to there being a lack of data that has been collected for women.
22:32Candice Bailey:The interesting thing is here that actually the data was already there. From 1983, I had to do some testing in order to be able to compare males and females, but that was minor studies compared to the amount of data already available.
22:51Dr Ella Hubber:It's interesting that it was actually there already, but it just took someone like you to actually think to, well, we should probably try and implement this then. In principle, yes. And what is different about the female crash test dummy? Obviously, I assume it's not just height and weight. There are other aspects as well.
23:13Candice Bailey:Yeah, we made models for different crash scenarios. So when it comes to soft tissue neck injuries and the interaction with the seat back and the seat, it's about geometry, center of gravity, proportions of the whole body. But also our response to the crash in terms of transferred into a mechanical model is the stiffnesses in the joints between the mechanical parts. And there we have females compared to males have less muscle strength, around 70%. And that you then implement in the models.
23:54Dr Ella Hubber:So lower muscle strength on average in females is translated into the models as joint stiffness in the dummies. Am I right? Yeah. Yep. And then you also, I assume, have breasts to consider or, as you say, shoulder width, hip width, perhaps, that kind of thing. Exactly. And these are the things that could potentially save people from serious injury one day. The question is then, is this model being used yet?
24:18Candice Bailey:The physical models, they are named the SETS, the seat evaluation tools. They are being used by individual car manufacturers and city suppliers and so on to test their products. But so far, we haven't addressed the female part of the population, either in regulation or in the new car assessment programs. There are discussions underway. So you could say that the question is alive and there is an interest for it. But of course, it takes... We are not there yet.
24:56Dr Ella Hubber:Thank you to Astrid Linder, who has created an average female crash test dummy. Although I was surprised to learn that she did so from data which already existed, she was just one of the first to actually take up the challenge.
25:09Candice Bailey:It's just such a shame, Ella, that the regulation means that this isn't guaranteed to be used in all crash testing. But you know, Ella, I'm wondering. We mentioned earlier that there's a height difference between you and I. and there are many other differences, I'm sure. There's also a huge variation in the population. The average man and average woman might be a reasonable starting point for a prototype, but what about everybody else on either end of the bell curve?
25:31Dr Ella Hubber:How do we cater for them? Well, there is some tolerance within the kind of crash test dummy system. Average testing doesn't mean it will only work for the average, but a certain range on either side. But actually, Astrid did mention virtual models. And with these, you can get fifth, 50th and 95th percentile range models. So small, average and large. So you can capture like quite a big range. But there's still this issue of different size breasts and different size hips. Sure, sure. It's like, how far do we go? Do we make every single type of person? That's obviously not cost effective. Although one positive I did see is that there is a range of virtual models of women in various stages of pregnancy to study like the impact of collisions on the womb, the placenta and the fetus.
26:22Candice Bailey:Yeah, I actually think that's very considerate of the men in the world who don't want to think about us with anything else.
26:26Dr Ella Hubber:You think men came up with this idea?
26:28Candice Bailey:No, I certainly don't. You know, I'm wondering about innovations in PPE as well.
26:33Dr Ella Hubber:Yeah. So for this, I did see a report from the Trades Union Congress here in the UK, which made some great suggestions for PPE for Women, which I think a lot of other countries could implement. So it suggests things like including women in procurement decisions, which sounds obvious, but not everyone does, and partnering with brands that are actually innovating PPE for Women. In that space, I did see one company which does fittings and makes modifications to respirator masks to make sure there are no leaks. Ah, that's fantastic. I also came across a wonderful young woman called Mariam Master, who wears a hijab.
27:12Candice Bailey:She noted that this can be a potential fire-dice, so she developed a fire-resistant hijab, which is also comfortable to wear under a helmet without it slipping. And, you know, earlier on, Rupa spoke about, you know, cultural differences when it comes to PPE. So Mariam is obviously just a good example of how this can be applied. And the good news is that this is being manufactured.
27:35Dr Ella Hubber:That brings us to the end of the programme. Today we've heard how the equipment meant to protect us often doesn't properly account for women's bodies. Mining gear, police vests, crash testing, all built around male averages, leaving women less protected. And as we've heard, this isn't because solutions don't exist. In many cases, they've been known for decades. They just haven't been widely adopted. But we've also heard that when women are involved, better solutions follow. Thank you to Candice Bailey for bringing some great examples along. Thank you for having me, Ella. Women Not Included for Discovery on the BBC World Service was presented and produced by me, Ella Hubber, with additional production support from Elliot Prince.
28:20Dr Ella Hubber:Join us next time as we navigate the city through a woman's eyes, from dark bus stops to public toilet queues, uncovering the everyday design choices that can make women feel unwelcome, unsafe and unseen.
From the publisher
Safety equipment is often designed around an “average” male body and Dr Ella Hubber wants to understand the consequences this has for women. Alongside journalist Candice Bailey and expert voices, we hear how healthcare workers are forced to adapt to PPE never made for them and how car safety systems fail to reflect the way women’s bodies respond in collisions.
As awareness grows, they also ask what change can look like and if, through better data, and more women’s input, safety equipment can protect us all equally.
Presenter/Producer: Ella Hubber Researcher: Elliott Prince Editor: Ilan Goodman
