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Nonprofit seeks insight from devices left behind by veterans who died by suicide_我的网站

一 |     根据Singlife进行的一项民意调查显示，超过五分之二的新加坡人担心他们无法实现财务自由。在接受调查的3,000名受访者中，29%的人表示他们认为可以实现财务自由，27%的人已经实现，而44%的人认为这永远不可能。主要障碍包括收入不足、健康问题和职业不稳定性。

二 |     The cell phones, tablets, and laptops left behind by veterans who died by suicide may offer insight that could help prevent future military suicides, according to a nonprofit dedicated to analyzing the data from the devices.Stop Soldier Suicide collects the technology as part of its initiative, "The Black Box Project," which is named after the black boxes found on planes that help determine the cause of aviation incidents."If we could gather novel data from those that have died by suicide, we might be able to recreate the last year of life," Stop Soldier Suicide CEO Chris Ford told ABC News.Veterans are 57% more at risk for suicide than non-military adults and around 6,000 veterans die by suicide each year, according to the Department of Veterans Affairs."I think we can prevent needless suffering and a ton of loss of life," Ford said.That kind of loss is something David McDaniel, whose son Connor died by suicide at the age of 26, knows all too well.Connor McDaniel joined the Army after high school, and, according to David, he appeared upbeat during his deployment to Afghanistan, where he was assigned to protect local villages from the Taliban."Some of his Army buddies told me that he was making them laugh while they were being shelled in Afghanistan," David McDaniel told ABC News.But it wasn't long after Connor came home that David McDaniel says he sensed a shift in his son's behavior to include "more anger, a lot of frustration, a lot of gloominess."On Sept. 1, 2021, David says his son entered a wooded area with a firearm."I start screaming his name as I'm walking up the field. And just then the police, the sheriff's department shows up and they tell me to come back down," McDaniel said.He followed their direction, but on the car ride home, an officer called him and said Connor was dead after he fired upon sheriff's deputies and the deputies returned fire and killed him.Connor's death was determined to be a suicide. The district attorney's office concluded that the officers' actions were justified.While grappling with his son's death, David McDaniel was immediately drawn to the Black Box Project, which uses forensic software to unlock and comb through service members' devices provided by their loved ones to review their activity in the weeks leading up to their suicides.McDaniel works in the tech field and says if the project can find repeated patterns in online searches, they may be able to help others to prevent suicides.For instance, McDaniel says his son searched for SGLI, Servicemembers' Group Life Insurance, before his death. If a veteran were to make a similar search and look up "suicide" in the future, for example, McDaniel suggests it could trigger an ad for Stop Soldier Suicide to pop up and provide resources in the search results.Ford says the nonprofit uses machine learning, a subfield of artificial intelligence, to analyze texts and notes in order to determine sentiment or emotional tone, such as anger or desperation. He says they can also track phone usage of the deceased veterans to monitor their past sleep cycles and trace their past geo-locations."Machines can go through computations a lot faster than humans, and they can find signals that we often miss," Ford said.Since launching the Black Box Project in April 2020, Stop Soldier Suicide has received over 100 devices, Ford said. So far, he says they're seeing three patterns before most of these suicides: more anger, different sleep patterns, and social isolation.Ford's team includes Ph.D.s in clinical psychology and suicide researchers. A scientific advisory committee helps steer where and what to look for on the devices.The findings are still preliminary, according to the nonprofit, but one goal is to help the organization decide where, when, and how to target their own mental health resources, like adding more hotline staff at certain hours and ensuring calls are picked up overnight.When asked about privacy concerns of collecting data, Ford said it's something they think about daily."We don't resell the data. We don't push it out to others. We use it for our own research purposes so that we can best understand risk and then give those devices back to those families intact," Ford said.Current privacy laws do not carry on past death, meaning the next of kin typically gains new authority.Petra Oxford-Jackson, whose veteran husband Anthony died by suicide, says she gave his phone to the organization with the possibility it could save even one life."I truly believe he would have been okay with it, and it's a hard thing for a survivor to give up something so personal as his cell phone," Oxford-Jackson told ABC News.The Black Box Project received $3 million in funding from the Department of Veterans Affairs earlier this year.If you are struggling with thoughts of suicide or worried about a friend or loved one, call or text the Suicide & Crisis Lifeline at 988 for free, confidential emotional support 24 hours a day, seven days a week.。调查显示，2024年新加坡人的财务自由指数得分为58分（满分100分），较2023年的60分有所下降，受访者最担心的是通货膨胀、退休储蓄不足和医疗费用。图源：FACEBOOK调查还发现，44%的人认为生孩子会延迟他们的经济独立，估计这会让他们在15年内远离财务自由。33%的人对此持中立态度，而22%的人认为生孩子不会减慢他们的进度。

三 | 在55至64岁的人群中，以及最小孩子年龄在16岁以上的人以及家庭月收入较高的人中，生孩子会在经济上延迟他们的观点更为普遍。

四 | 每月2,856美元才能活得更舒适 在接受调查的3,000人中，有一半的人认为他们需要超过500,000美元才能在这里抚养一个孩子到21岁。该指数还发现，超过一半的受访者表示他们知道如何实现财务自由。

五 | 其余45%的人包括不确定的人和从未考虑过这个问题的人。那些不确定的人通常年龄在35至44岁之间，而未考虑过经济独立的人通常是家庭月收入较低的女性。图源：FACEBOOK对于财务自由的定义，21%的人认为意味着无忧无虑地过上理想的生活方式，19%的人认为意味着无债务，12%的人认为意味着有稳定的工作，10%的人认为意味着自由消费的能力。大多数受访者（80%）计划在65岁之前退休，他们估计每月需要2,856美元才能舒适地生活。同时，五分之一的人表示他们更愿意在海外退休，主要目的地包括马来西亚、澳大利亚、新西兰和泰国。至于保险，约三分之二的人知道或表示他们有人寿保险，而近四分之一的人有重大疾病保障。这些发现表明，新加坡人对于财务安全和保障有着较高的认识，但仍有一部分人对于实现财务自由存在疑虑。合适的理财更容易实现目标 总体来看，这项调查揭示了新加坡人在财务自由方面的现状和挑战。

六 | 尽管许多人认为他们无法实现财务自由，但也有相当一部分人对此抱有信心。对于那些感到不确定或从未考虑过这个问题的人来说，提高财务知识和规划能力可能是实现财务自由的关键。图源：FACEBOOK对于那些担心生孩子会影响经济独立的人来说，提前规划和准备可能有助于减轻这一担忧。例如，通过储蓄和投资，可以为孩子未来的教育和生活费用做好准备，从而减少对家庭财务的影响。对于那些计划退休的人来说，制定合理的退休计划和储蓄策略是实现财务自由的重要一步。了解自己的需求和目标，并根据自己的财务状况制定合适的计划，可以帮助他们在退休后过上舒适的生活。总体来说，虽然新加坡人面临着实现财务自由的挑战，但通过提高财务知识和规划能力，以及提前为未来做好准备，他们仍然有机会实现这一目标。

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